{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "vscode": {
     "languageId": "plaintext"
    }
   },
   "source": [
    "# Tutorial 10b - Custom Coating Types"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": [
     "nbsphinx-toctree"
    ]
   },
   "source": [
    "### November 2024"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This tutorial shows how new coating types can be defined in Optiland. A coating is a property of a surface, whether transmissive or reflective, which impacts the intensity and/or polarization state of light interacting with it.\n",
    "\n",
    "In this example, we will define a transmissive coating that has a gradient-like transmission profile. We start by importing the BaseCoating class, which is the base class for all coating types. We also import other required modules."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from optiland.coatings import BaseCoating"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "from optiland import optic"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "When defining a coating in Optiland, we only need to define two methods:\n",
    "\n",
    "1. reflect - defines how rays reflect on the surface\n",
    "2. transmit - defines how rays transmit through the surface\n",
    "\n",
    "Both methods accept the input rays and the surface normal on the surface at the ray intersection locations. They return the modified rays."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will define a gradient coating with a very simple transmissive formula:\n",
    "\n",
    "$T(x) = 0.01x + 0.5$\n",
    "\n",
    "where\n",
    "\n",
    "- T is the transmission of the ray\n",
    "- x is the local x position of the ray on the surface"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "class GradientCoating(BaseCoating):\n",
    "    def reflect(self, rays, nx, ny, nz):\n",
    "        # for reflection, we leave the rays unchanged\n",
    "        return rays\n",
    "\n",
    "    def transmit(self, rays, nx, ny, nz):\n",
    "        rays.i = (\n",
    "            rays.x * 0.01 + 0.5\n",
    "        )  # apply gradient to ray intensity based on ray x position\n",
    "        return rays"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, we will define a simple singlet and we will assign this coating to the first surface. We do this by passing the custom coating to the add_surface method, as shown here."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "class Singlet(optic.Optic):\n",
    "    \"\"\"Singlet lens with a gradient coating.\"\"\"\n",
    "\n",
    "    def __init__(self):\n",
    "        super().__init__()\n",
    "\n",
    "        # define the coating here\n",
    "        coating = GradientCoating()\n",
    "\n",
    "        # add surfaces\n",
    "        self.add_surface(index=0, radius=np.inf, thickness=np.inf)\n",
    "        self.add_surface(\n",
    "            index=1,\n",
    "            thickness=7,\n",
    "            radius=19.93,\n",
    "            is_stop=True,\n",
    "            material=\"N-SF11\",\n",
    "            coating=coating,\n",
    "        )  # <-- Assign gradient coating to surface\n",
    "        self.add_surface(index=2, thickness=21.48)\n",
    "        self.add_surface(index=3)\n",
    "\n",
    "        # add aperture\n",
    "        self.set_aperture(aperture_type=\"EPD\", value=25)\n",
    "\n",
    "        # add field\n",
    "        self.set_field_type(field_type=\"angle\")\n",
    "        self.add_field(y=0)\n",
    "        self.add_field(y=7)\n",
    "        self.add_field(y=10)\n",
    "\n",
    "        # add wavelength\n",
    "        self.add_wavelength(value=0.55, is_primary=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's create and draw the singlet lens."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "singlet = Singlet()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "singlet.draw()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To view the impact of the coating, we will trace rays through the largest field point, then plot the ray transmission as a function of the intersection point on the first surface. This is done via a simple call to the `trace` method of the singlet instance. The final rays (at the image surface) are also stored, but we will not use them here."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "rays_out = singlet.trace(\n",
    "    Hx=0,\n",
    "    Hy=1,\n",
    "    wavelength=0.55,\n",
    "    num_rays=256,\n",
    "    distribution=\"uniform\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Retrieve intersection points and ray intensities:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# retrieve ray positions on first surface\n",
    "x1 = singlet.surface_group.x[1, :]\n",
    "y1 = singlet.surface_group.y[1, :]\n",
    "\n",
    "# retrieve intensity on last surface for all rays\n",
    "intensity = singlet.surface_group.intensity[-1, :]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot the result:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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1ynWq5Gq1QZbTr2Sh6pxd1ZZMeQR+DmQ4PqR85DoDFhJQwlOfUymTpzQreOiKtQSI4IetKAV8JIUW/jzzLOXBcS/qKkogrHJ7H2Vry8Qg0lUd8+tFnlWJcPdVe+L3D34Kfv3ej8Gekz0w0vanO3vcZv6fO/8Q3H3vpX3nb7ytxxMevHbesh5xxBH4pV/6JbztbW8DAPR9j4MPPhh/+qd/ir/8y7+s8p900kl44xvfiB/+8IfYbbf2rLeF8lwpNFpYRlpxtHXrFKd/5QI87QXvxAlv/xxuvOV2rzRbQRItq0HDOsDTbKXogKWjabWNLiAYww3r8ZZbKFhzIutBF5BtX/VLlcwtMGQtG76daSbPmS4hzjrQd8y75RJSywXENURIYmrn8/HHnUrQPudPLQYryR4nA3BKjTkolzBJUwdW+JtNrS+pEairsm3ctgmnXnEa/vTcl+Pz676AzdPNGGnXoCl1y/IDMgiyv82b6+doy5Yt+M53voMjjzxSznVdhyOPPBJnnXVWU8ZPfvKTePSjH40/+ZM/wZo1a/ALv/ALOOGEEzCdThfNc6XQCFhGWlF02drr8fQXvAOv+9fP4MZbNgIY9I5ALrYyMDix11PIYAsOuUoCj8iC9XMEDoNgomHtGGxXPJynCyimY7sEAMT+MWkK6ShMJRPZCyY2hK0cCebH1hNjQeHpz6WQW+CPz4n/P3mRiV1FCmioCKYL0fVY1ZG4iqxlpUvABGzJIS+/O05yrqeE27fdgfetPQ0vOfdY/HD9RRhppIXQwQcfjNWrV8vvDW94Q5XnhhtuwHQ6xZo1a9z5NWvWYN26dU2+P/rRj/CRj3wE0+kUn/70p/E3f/M3+Od//me8/vWvXzTPlULjLKGRVgz96Mrr8ZxXvB9btk1rK8KQck/GwELmOAUcw/qUMyR/3vEJx0MARI4Ln6FZQa4eBLmSARQ2r7W4UEMuoqrtrXSLJE9FM6BhQ0aCsbQE4dlqoWc1zeUs6GEIwvcn3/rkwA7grSka82tuqml3WaVGQEwPnkGUQUkHszSP6SuNbVFgJf1t+zRlkHT7dBP+/odvxMvv/1L8wj1+YbgPR9rhqUdCv8Tv/L48V1dddZVzCe2xx/K4F/u+x3777Yd3vvOdmEwmeMQjHoEf//jHeOMb34jXvOY1y1LH9qIRsIy03emyK67Dez90Jr509qUGJBjN0LSgMDpJlb7iMnbDvWR0GVn+Boy4OJWqvvLHavsANlivCQUA4pS1BSSzrC8tyw0XasSntPhUi8mJwNTkKbIOATUGCpWcJGnr1sqLywG8FH/inhAUVkCO5CzrrpSdnPN+Q31ej6X0sV/A2LiByjGvrcLxLGREpCS1gGBiXgB0nb+HExOP0zUfRJa3xxsvfhMeuvrn8dSDnob7/dTPNfKOtKPTcq7Dss8++8wZw3Kve90Lk8kE1157rTt/7bXXYv/992+WOeCAA7DbbrthMtHFDx/4wAdi3bp12LJly6J4rhQaXUIjbTe67PLr8IrjP4Jn/9n78KWzLoFVeI4sSKjcE1nxsfunKt5S5OLCCGYP80vxvGFn+TjFPcevAgCRomtGm6fHsf0Nd078USvNjAd4UOQZ6qxkCi4hh9sas4ase8jOHnJrpFjMSuoSSoKYjOjEs4igs4aKS4jhELuCuqRToJMJsrV7GSX0amkJ1iKgEeNSGvj99RfiH374erzxh6/DjzZcMs4oGmlJtPvuu+MRj3gEzjjjDDnX9z3OOOMMPPrRj26W+ZVf+RVceuml6Htd7fniiy/GAQccgN13331RPFcKjRaWke5y2rZtir9/y+n43JcvDGCiocnFLBIuk56uwEDD2mIpuiNQeFT8WKQhoBHkIXsuWlosNuK2JJOO/Gxxa4xgVtElFKuaIWss4xoxi+w9YCCQWFfbC2y/KNfIQxg5MoIkPZBc9eJxpUDlEoqUXD1czbTPPAl5AnRn6kywVhnBH8jWm5zXuolsp4THAETAJRsuxRsv+ls8cJ9fwPMOeyn2nOzZlHSkHYts0OzieSwMxB577LE4+uij8chHPhKPetSj8OY3vxkbN27EMcccAwA46qijcNBBB0kMzAtf+EK87W1vw5/92Z/hT//0T3HJJZfghBNOwEte8pJ581ypNAKWke5SIiK87NUfwncv+LGCCtY+PqOck6XyewM2HOhQ1cTFiMuVvDW4YW2ov7jzcaWJgCoGhkxe8zE+E0wsxSWkQCpBXEImj0+TWC4o8mVXjMuv5xIw6BKq1pcROdU05WYQycmGS4gRTVLHDe9N1PceqKRyQ4k3WAQ5YGEBjswOMu4elkkdTwxc8l9QjmvhgF1enE4p12ljXPRRMs8gcp09Jfzwtu/jH374N3j14W/AJI3D7Y5OOYZl4MtiATwWQs94xjNw/fXX47jjjsO6devwsIc9DKeffroEzV555ZXoOgVRBx98MD772c/iZS97GR7ykIfgoIMOwp/92Z/hla985bx5rlQa12EJNK7DcufQbbdtwn/85zn4/z50JrZs60Hl85hYmU7KV7FVvoBox3odEtTni/ZorZnSXp8l1euuIPBDKB/zDcnWACFVjMx8eM44nhuwmDxWrlLWnrP5vTwR1GjaKWq3PguZ6wU0dBkIODdQuQabD/5assCjAiRsDSlxKyAtI2nI8aQDNMZF+XawdZjp0YV/h17cVRzjwm2fWHlLvlXo5fqqLpvldwPwuP2ehMeueRJW73ZPjLS8dFetw/LR794fd997aRtjbrxtiqc/9OJRxyyCRsg/0p1ON9x4G57/klNxw00b8+Jv9rOVLSJGf3orRvnqtnETEnHJPw9SmO/QTspSBwiJFLTI+QZ4cb8BcnsAzfEZMOSW8gyh1g57bApJ2rZB0u14kISGeDH/7NxZApYp2QrUh2etXdSrYleXEBmjjD4AHEfCp1NXgxURzYCM2qJjpVGXUAe25uhu17zEfzJ1ZHYk4E5iXKAgJ7So3VdE2JaAM67/FM666Qt4yc8djwP2OrjZpyOtbOqXYS+hfq7BYaRBGoNuR7pT6ZZbb8ezn38ybrhxg1fIERAYQ59bMNW6YvjLnjOyLiFCyvNWYfSL08FSpgAci0oqscjUTSbdoxmrK3ncyVBnSDddQEMgyZzzLqHZVhxvCZmjHsNT+rgAghY/7kbH27qEoN2cpycnARCcKSkkyKATMDBAEV3P+w9B9xbizRt1wblibYEHHHYGUJy5RKksWpdtI5iG/Yx4+jNIA3UnKQfjcpwLW4XYPWXXc/GbLBJ66rCpvx1vuvhVuHGzn6Ex0o5By7lw3EgLp7HnRrrTaOPtm3H0c9+NDRs2Gc1WiMxf1nMN76QAkp54q5jB/X0q48fAObN8qpOBgxocPwtauC4rH/83BC4imIh1RtniNbYsUX1+7l8qSt2fb+6ZFPPMqJNn3ngeXjm760aht1xCbgYRqAJY2m1si8kzhVS0DFq2TXVzub4ADp28lA86KKCRY5Rj6H8KZLItpaeEvmcQ04OoB0gfxC4RJuglqJfPccOSeRC20Ta88aKX4+YtN2CkHYt6dMvyG2lxNLqERlp2+vE1N+PDHz4bn/zMdzO2iGCFiaCQWWz3BOcvSZCg2wRdfozN/AADgwYgSuaY2TPbZNWq4TfD+kFGgVKUL9ZpmlOZcEITbVtbbUghC5lCVu46bVFdJYKnmH927iwBy6eaXu8fvEsIlIDiFlJu2gZ7k6JLCAHU2F2ZeT8hXmQuFymAxvQd34sesipMjk2BPlsAOUDD9h8+zkafbI3pQICJm5lA25rL9G6atO9DwpZ+M074wQvxiNX/A7++5unYf69Dm3080kgjKY2AZaRlpfO+uxZ/8coPYVvfK1CxAABAIpJrbiYPf/2nvGAYWyQEkBgeZGYRCVow2torRkMCPgy/aP0o7CqLiGWTtFqrFR2YCfncDKcBUFT1V8tqw4znFXTr623xROAp7UjAkEuoWd6YtFjBC5jhYF4oPEwcUF2O4ywhnrqd9xpSpU+lTAdtl10cTgJrgTBLSNsGoLiEMuXZQgk99bD2G16szsW4MCABFMyITLrGi8a7QPJaIiScd+uZ+P76M/G/D34ZHrrvYzDSyqYpZdfhUnmMtDgaActIy0bf//7V+PO/+CD6aFUAnGIn1ur6SQqjbUSxubJsDymaNHVJgIGCk1Qrdi5T8awKixz61R0sKVAFGWf1NAFHC3g0rD2Okq9T+yu0p230qJnBL+Im/Ofg0bTAGKOHKH7GERbYGPAQLQyzZwkx2DB1WlzJlhsknX4MA3FIxen7DpR6Y/nwwKU5SwgGrCmsAqhHL5grl+1JV8FlANOZdghYkU4q/EXifD7HzvT496vehATgISNoWdE0XYag2+n8Xt6RGjQClpGWhc4//yq89Nh/g66tOPwVkfgDGkDWyJxW8JASxx+kCtdEIDBvl5ABA8nWjwGXUFCc1Wq5FmhxU0KdsxS/WDHIna6sN+4arNyhT6q0NfU0RQjXW/mHkc1CXULJSe7bYDtlcS4hBkIe2fVlU8QO2eJH1Ms6GC2XUAVojGVFKcOlnsrTLg90meZc2mSNeJOkU52BNnj596vehJSAB99jBC0jjdSiEbCMtCQ65zuX472nfB3fv/BqFLt3BR6yCwiwQQVO6UZAks8GoGBGfwDUk67qJT4X/speJpcQ51dRlU3kb8GFATECShDSDUBUgQork+0LFmAXcAmx65BdQvyMRJcQ3w1xA1VTlBMS+tK28vQZl5DAiAho5usSotzGHpDzXbHqxP2JutLXyUWP5/b/+1X/hDOvPw2PXfN/8IC9Hy19NNLKoJ469Euc5dOPS58tmkbAMtKi6ZSTv4L3n/rf5nPSIA8mq/A5ehYGnHTwQbmsmC2jAkhEObFLqFyzLqHWQnHK09B2cgmJDBEQSR+FNBcvXZda4GqQssQUTs3LJRSvmzTLLTiB760BLlKFWEsUnC7EJWTjPiyoiS4hFoxXrs0XepGB806QkDqzlxDaLiEWoO0SClYgQFxCAmKIFKSVvBYXAmG6taFrNl2Jj1x5Ah5yj8fhKQe9dAQtK4hGl9D2pRGwjLQoesfbz8C/f+js+oJqqZyOrhlW4vlTuJzP+cUNUi5R0ayLdgnBFmKe5tgIVYGRFuCx56xA5txMl1AoK3VS47pNBxIglRJk5lQy11plAyashkxjpWjU1pTjrnAJibI3oGYhLiGWsSvpnnqgzycS9ZgIAByIcWm6hDLMYZdQl3IsCruEMuotU6fLfZbHk0jvGbIVh/siSW/ko/NvPQPb6A487T6vGkHLSCNhXIdlpEXQu076Iv79tLOL4k1w4ERs7EZxRN8JUV7CoqzSxQrL6j3RhBaQmJW/qA/8y9oqqSwSMji8C/gw/FpWC/JNkLaxPop8Vd96y4hrk0k3ANGcFpqYtocMkFweMoAi8kgNnnpO5aRKBskWeZuOsddTAZ0QkFhUc2JIAAGsceE4hhGykFu5L705zuXMLKGGSyjKR8R1C0zJthbKC9Xl9VyYcy6rAESDbJ1LCHmfmGmJjsnuA2Rgwz9e0A71ui3ckgzyMuj7wfr/xqd+/I8YaWVQD50ptNhfP2ctIw3RaGEZaUH0b6d+HR/6t7NUI1lrSqBEJMpIvEFiXSCzn1ASRZILWkeGfKKr5WDIJZRmuIQQcVNlahFjQqlCLRlgmYMVxvCeL+AQGahhCaFG2sglp2PaFEm9ka3LGaN9JNdLqC7YPKEOKwPL7cGZRXFtl5B1A83XJeRdKYt3CeX6SespU+d1aTit2wbEWpcQeghoabuE/Oq63D0ph/zmKc/E67bY6+oa8lE1udMvWP9l7HHN3fDEA/+0ea9GuutoORZ+GxeOWzyNPTfSvOm/PnkOTn7XV2AtHY5iMFm2jPvz/Nnt9hMiVeDWghGsGVIiAIFBl5Ad+9Hm6b/5Lb9QVzwfePOx1d9ipbG/KE+UtZUOFHs+hZOSJmRw17reZNqqtA1GAbVuGHOMQXT+thMlWRjWLq+v/aOdxwAD8qftEuLHaLZLSJaVQw6YUgtKTyQr45LpdFcHW1ZgHzGNfMmzkMouvpS0cSXXpPCaMKApwbjctSy7fw5rF9R5t/wXvnLtyYP3YqSRdgUaLSwjzUkbN2zCe076Ej758XMgUziZQqBtIsrmdlHyyVsWilanXq0quk6G2T0ZlgcqQNKcJQTW03f+wnGVHhfLEeY/SyjI1LTQzCfPUDk5TjpTC3qu3olZz6mcVPGrXEzC01tLXP2tWUKinue3cBxPdadSZiGzhACVT60f+WgKoJObwvN86llCsjs06llCSWYJZT5dWVN32vcmBkYBi3Oniez5PP+lAFy+eeOHsH7rVXjc/i/B3Vbti5HuelqOvYDGvYQWTyNgGWmQtmzZhveceAY+8dFvYcpK2AIHBgqs3fir3oIa/tpMKbhXFuES4jzzdQkZfh40qVyLdQk53qYOd9w4Zy0wLZDkeFu5THqWS6iVtr0JblOqc7kSoQ6YNPcB4wRW6Pb+S1NCXQudJST1GCFaC8exYHO5hPgRjhYUXt02cVsKZ+cSKnyiSyjzbLuEsmjsEupBlDBNfV6vpQTtakwQ72ukAct2A0UCcNFt/40rbvsafn714/DYNS/B7pO7D93Cke4E6pFk2vtSeIy0OBoBy0hN2rZtipc852Rcdsm1Bqgkr1StIjUgJSsJA1Rg8vPobD8yiknCKsnWjB4HGIwMC1k4ThSsgAf7zW/5WZkHzjfqmffCcRYADQCTCrwkPT2AJTQdx0STtkGd/vpsEOPI9KObJSSdQHIdyM9DbB7H0SR7NoABEJC6pc8SSpJuLBxXKqLyDA/NEqpdQn1Z1ZktQsBEtgzPuSYCinrhlwogoZQEoDBHC4asu8i8WdiGhB/e+nn8+Pbv4pmHvht7rPqp+d+3kZZEo4Vl+9LYcyNVNN3W40+PeXcGK0ADDGSjvP9sL+ctykhJZuO470SeJVTYuEHZKIVqlpBBKs1ZQph7lpC3wOgn/ODCca6O8IvXAdnp2bTCgwVTrTs5AJKa5xZcJvl6K5DB+ZPtkpl1hElbCnga17OLLrFO10IyUwfyjMRZQgByjAlb2cojFmcJWStSc+E4I58Cp3qWUE/AtE/o+3qW0JwuIfAXuEKQaZ9llVlOyK6sHLzbe1nhwQpLyVOyreUHADZsuxYfvOIYbJnejpFG2hVohwIsX/3qV/GUpzwFBx54IFJK+PjHP+6uExGOO+44HHDAAdhrr71w5JFH4pJLLtk+wu6gtG3bFC/54wJWWjOAUjhwoMOAExJtA5m6bJS5uBASzBRjZe2cGAWQSGAkAbIuhQMnybiZgsyq/5SnNYOofhAPRi2z8ovdUAGGuQBGBERGHKE+nIs40aYNkKoCfTXwI/96vT3xPNcZec6SgQQwQgra69bNY11CtXsIsNC2AnbGRqHbE0LOZVlyEG1PBmoYsJBIQYzbmZnrTsovx850mV9J96RdajuGXUI61dm+GJ2CGOowFd56b/IsI/5pqzrzENqu4Bwbtt2AD11xDLb2I2i5K4gXjlvqb6TF0Q7Vcxs3bsRDH/pQnHjiic3r//iP/4i3vvWtOOmkk3D22Wfj7ne/O574xCdi06ZNd7GkOyZNpz1e9pyTcckP1+UT1i8DwGkqsabw9ydfJw1ZIGrom6Kp5jVLiBwgcSDBfogzX0txHRjhCcdTZ3REfqGuAIKa8SctMEGNdARAA6CgoaG0XExjOF3Jm0z/VpQcaKtkMmlrTKtvSrgFBjTpLCH7GEUEp/clxryIQk/qEuK0BslmeXoK66zArLNSbpiCj+haSgWDUxgo2Rqz0FlCaj3JzVWHUF/AUCprCbF7CEb6XELPMd227Vp8+PL/i2395sb9HGk5SWeYLe030uJoh4phedKTnoQnPelJzWtEhDe/+c149atfjac+9akAgFNPPRVr1qzBxz/+cfzBH/xBs9zmzZuxebO+6OvXr19+wXcAIiL8+XNPxkUXXANM2HpBAQgYM0U0vLC+EQXPlo4UrBtFSQzNErJ1WaAQAnOH9hJiISR2hpi/kVvAR6wDhl9Q8rbd8dgah2w/cBYK6Wg5KGkNHja/kGfQYjMrncqKuBXfhNYsIA72sU2N/FOrPoMErbtI5gM5MFE6igOL0J4lpLClgAjpX3J9yzNrAI5xqWcJxaX3reMlP04a48IAQWCMCaptuYR0L6FU2pC5NGcJJc8j8SJFKaFny4/YeCCyS1AySJ6VVK6u3/YTfOSKo/B7h56KVd0eGGmknZF2KAvLLLr88suxbt06HHnkkXJu9erVOOKII3DWWWcNlnvDG96A1atXy+/ggw++K8RdUdT3Pf7i+e/Fhef/2AMU43bJf9WMUH2BC6hwRn354mR9ptYFNTOQ1W4MIByPzIds/TxiW2sJa/2gSGmIpyAT/bklYyqZTTUuU/g7EzwEEUyiMngsxCU0I+3cNRT4UuPYmUZSnQetOux10u5NUBcQ+BHxFhG+/U2XkCNV4wm8fgrkXG/WeYkuIRbQuoHcMdedBB6VzRFzTMqUOkz7Dn1vu0hl1ZVvS3yKBdHRJUQzXELg+BYPVjrzzE3KWqkW0ACE9VuvwX+sfTamtDV23EjLRP0yuIPGheMWTztNz61bl90Ya9ascefXrFkj11r0qle9Crfeeqv8rrrqqjtVzpVGfd/jlS94H84/Z22tMW0cipyT/3xW/p9dQhaoMBlQI6O7jP5GyVFRHrNcQsIPtUsoKv+GUpbcwSXUtBy0wEZIV4qc5QgyuPiSULaSt8EfKEaRFrAaSAOhP7TxM2XQMskAndS4Hhknbbu0WxeJi/jJKm5lORTnYl1CRZHLjDTmaQANeVtF3g0igReu077JJZuABmr9y16f4hJCdAllZjxtfOEuoWTeG8IkEVYlKgbPXOMqTJ3F0C54BwC3br0Kn1h7NKaje+hOId6team/kRZHu3zP7bHHHthnn33cb1ehvu/xqhediu995wp/ocYjQE+iGACUmATVMG52jLW2zJol1Aew4OpVawkZfq5+Ky8H5caYlAh4LMip6jAFKXSDVdDc1mgBgQET3C/weUQGKyNbGELad44/Vnm9ZaoJtJDaQMxWGvJz1zSvF9DieDYaqgY6ZeTuDikvta2Ye9yz/k4GVDSsJymufuvBjtu80MhEUEDTy1/BDBJ3U2qV9Vp4hg9bQ3LTCyBi8AHlF2cJsYwySwgkN5RStuj0HDhMPRK2YRWmWJV64wriNV94/RhZjQa3bFmLT609ZrS0jLTT0U4DWPbff38AwLXXXuvOX3vttXJtJCUiwl+98P/Ded+83FsnJINkjAUzCBAQUc5bkFLlD5/UUPWUla/R2IVPBAvqEkIBIfI53QQkbeVu+ZkDY/WogmJjOtblTgzUVyn2kA8qRkUNSwzZNFFIx+uhoP1F/gj550gTwU1Pt5mGZwVhni6h5PsXDFwUcZIJMmI3EN/D3gaEF5m7NJdLCPIfFYEYeDCo6QmYcl0GYlmX0ERcQpyjUz6k4MjOrmKXUOZFEjzMbiSewMV2GX39vK2F++6WrZfjv9YehWk/gpblpCnSsvxGWhztNIDlvve9L/bff3+cccYZcm79+vU4++yz8ehHP3o7SrbyiIjw6he/H+d+80fli5k1cvJWEy2ghZMb2ZUn/9+azowysBpQ48CORQllEJ/tEmJeMIrfmATYLG+Fa4ERFVybF5s2F9iwIChSAzw0pxO3QEMTSJTqCd4lRPX1WL7tEppRJ6HZh3U6Na+rlYJ5qcuvYRyTey1wxSzWFqdBqwWFnxm7xBrE3hBdQj3JBuHNGJcIaAQ8QMKG870vcQj1LCHos2dAUXYJFVBUQEaWk11C7VlGWqbIYx4edUopFxvnAgC3bL0cp191NHra1rjhIy2GRpfQ9qUdquc2bNiA8847D+eddx6AHGh73nnn4corr0RKCS996Uvx+te/Hp/85Cdx/vnn46ijjsKBBx6I3/md39mucq8kIiL89YtOxbf/+xIPVPJF/WsVS4gPYT42XblBgktIeZAO6uU3BB4qd41BCOGDHmKBKT4Cax1pWmD4jA3SjV/0IVEp8IZLCBT6IoIJw9iK4QwKNh2tNOXY9UkEVRXIGnIJNfgbnmmoDnM9wVz3raxdQqTXFcw4SCvELhQHfKxlx9oT7Mq0qXYJJZip9knlca4gJLGcCKCx4J0tKIAAEaBzoAmAWTROp07LJo98JaEADArl2Z3UqSWG47sot2WSekwKAOJek80UGwj4pi2X4fSrnjW6h0baKWiHmtb87W9/G7/xG78h6WOPPRYAcPTRR+O9730vXvGKV2Djxo143vOeh1tuuQWPecxjcPrpp2PPPffcXiKvKOr7Hq9+0ak456zLPIjIo2E2tkhuKlN0y9kE8NRNkNlc0Cm8ZBQClDfCuaLfyJaTYxSgYwSXMV0HdyurneIpG/YZJduMTxHkIFqVWcvppOK7slKnb5K0Z2gdl3guBu5WLqIAoKy4mvb7BFXliPvDy++Eniv/QJqkn8zzURCbdQlxfnX9aFoUdvJdVIOgsqkmzLNalLhYacw9owIIpHmJ1zXxs3AY0HSk8rE9hVV/ApW1M9Qdk/u4Z3HEJQQGIuVdkTiZ1MMuzpyNmT14jZfKJURqLSLqgNRnjEyECfoCepgPwy8g25Z6JJkuDtyy5TJ8/sqj8ISfORVd2g0jLZ6mwJJdOtPlEWWXpB0KsPz6r/+6D7YMlFLC8ccfj+OPP/4ulGrHoXe+8TM458xLPVCBHpOMfpUGg2oU8zfkEm0pi5Hke8KDPqXIg6tmM4iViyl5QAKgLFcaFL9RcERtwKMslZfVdLYOk9c23y3tH8FG7JDUsNIE4NOu1PO2/PhYlWbNy3S/8HbpFg0As5lpy6s36T5lcGkBnQEP9hHTY2sxsY8ZBYDDIMOAHUpls0rdKbwDQKTrzyRkZc9d3cMEzAIzAY3tyGyNYdN0wpSSaXy2rxCAuBmirgWj3UfoQEToUy/t0L2IshUlP2bFikIoU6079KRuIpab8yZ3w/KVW7ZegjPXvQK/sv+bkMK7O9L8aTlcOqNLaPE09twuQuuuvgkf/8BZHmjY+ZEw+sWYwr07B6r8g0tIyxTz+5BLqHwO1y6hxOO0yrK9XEIWlJg6qjrjeiaQLgiy6Tmrm6PasGIJhjL60l63fTJzKjYApJAnXKvLJC+DSaORJiuccfGAb4ftUEnba5D+ZWsJkbpSetfxkE5OUABjAYad9szTi+09sS4hDuKVGUKmTusS6mRaso9r0eBYu4WhuoS4VWwFYfCigbP84JjpzS2XEDQWJsksJbMgHTSmxU7k1gE+4ZqNX8WNm7+HkRZPvPnhUn8jLY7GnttF6LT3fLU+SX4gdzEt7lOwqBLWxgwCjCUkGWBCdtn9orVswCsQlLM5ZmsJRZBUlEmWOWlsSAuQWERglXuNuxp16HEEGzaf1uUpgqJ66m9DLjTSCOkWYIroKGDI6qDVpioCVvPr41EzjrOAtI3k2u5mslRWl3yOSsIBNGjALAe8ZiBjVDKpjNXeQUZmb5UxMS5gwEDm3qtzxa/fEoJqgQwtEsz6KsnEzJRySOgNGJn2uh8RI96EDIgmMtPIrPtSyqOUtzOLgAxcJvAxLWoV0v23GDpdeNM7MNJIOyqNgGUXoHO/cRlO/+i3B66aT1sAqgVI0wD0q9r+TfKFTo6X8lCLiVVq4Qs9Kn5Xv9HpZA4MCKgsMHFaNIum47g/aYFUBFWmHpu2hgSEfLYOhxkGQYc5HkrHcjY5AKpseoYntcnT9nuzTrOqbEYMQXaGDAwyyOQPIIsfCZhHin82MNUBD8D0td4UsoCDQYOAHIVffidmtl5onW5DRNLK7EJveTdmtoToDtLZY9m7WUIS+FsEl/VaqJPu41lCZMsbi07+xy4htQrlWJrGxonI67RwUG4CcO0d38Da2z7VfgZGmpPI3rtF/lw830gLoh0qhmWkhdN3/vsSvPoF780JZ7Uon56sQGygSM6c/zhrSTLFuYz5iwSUgEMqEYEUwIkqs/DSlk/ABEjMAZUT5D7n4QGD8EQJyg3tqHi66irwVAEhU0erTs/MGQj8iUZZ2/2tMczKCyu/lbd81VtrjAQES5tMHleeK6aKJ2z+ko7XtTnJz3Yx94FMnAjHlBQYkEsyaO1J6yC9xvhXto0iSFyLYl8Tx1G5hGxTkwC3zDshUV8Wa0NR+lqnBUp23x8Ois0ncp4eCR1S2Ym5x6R03iQpkksMigT2JHQcv4IOhB49OnToodsOTEUOu4VApz1YoEkvkGoid4mg0F1R7HeuOw4JwM/s/RSMtDBaDpfO6BJaPI09txPTBedcgVc//70m3mTgU1tGaCioYQVWmQhIv77tuhCVS8ho7IZLyJLVg9WaKgxAwN/D5L/ojR5VmajB01fo9i+KrjHTXDkO590XfmyLOR/jS+S6BUQp/AbkrhekM0LOZWVptSOebJ1jpZxCGnqb7Ewf7xIyriOYOJpQBwPHFDqAXUDiHjFiyPL6/DgQuz+8FYdBRtwMMdfkAY3M6CF2v6j1gyh5/hJHYtdZScLT7gw9JY0u6Y3MvBRcni7NLiF+dhmwdEUOlqm8T6Zejo3Juzznxsg5KHDRYFvCOdf9DX684fMYaaQdiUbAspPSBedcgT9/1jvzl6v99LZEVtEkf45HVRtcaxV1tN1zpjxKCzjyQbR6oIo8xKuUuv2qtoUHK2Eij2cMXw32tfxUNE0bAOZQAbzM5mAQbLi2DaTJ/WkkVE533EhrwHKSS7PYAvVCeqrOh2WxcULVDwb/tmSFuoRMytSTpI8sPuV1SgC2bCgATfY+W/EbLiEqQJdlXPBmiFAgxovfA55/L1YQ5E0RqReeXQEwsvKt6XcpD109V3eq4LaqS0itVwJFAFJXFN9fDsaN67SIlUVuVu6471z35/jxbadjpPkTLxa41N9Ii6PRJbQT0re+chGOe+H7cqLpBuK1JBK8JktGCUCUCX8BOyDgXEHMCwAHDAoYCTIU5rqsOqODJODEu4SCuSIBZbz2sgJunRZuDrMoopW2yCWxCvBXvANAAYAMgo0EI0OUCVZHuHLOJQRUfT9EpjpNp+G0412OEwCdTt6oz7W3WaOkvLimwQR1CZW+19tZ9pNKCbx0r7iySJV0qytaLiHF0CZUNnFNKU9zhuLTHkBHJFOU7TRnVf5mWrFxCWk8SlkYjnjqfRK8zg1mV5y1eOgsoYQkLiGdrozU5+eRAHYJOYtJUhCSrUL1Oi1Ifp0We98hoJBw7vUvx5TW42f2+X2MNDfxjstL5THS4mjsuZ2MLv/hT/DaF73PfP62yV8JX6yAAShWi8onYjnlVZpzCcVpzFXFoWxBKwoWFDGo8jVf6S2XkJFNiiQ0XS8y3Vpr92S7L1oPuM4GqGDl7NIBcw1aYxpyNs+10jPzJJUj+fND+ZuyhrQa2Cwfc1+tSygl90gAmmbIkQ0ApjKCCaKFTDPWacfeemLBn+zknOpZQbxYG7ePTMPcyrdmRo+10Cj/3lhTssuFbS4Mm6aYSGBuz2COwRv6sptzWfmW5UPuh8zJu4RygG2xDhkLjA3KzdOiDUADwyGdTm3p+zcejxvvOAsjjbTSaQQsOxmd/M+no5/29YVh7OKUlHfvkJYTpW0sIi2XEAC7aYvVdb5K0SAGPNiqDTgxMiQbQ1MYq45jeQYsMK4/DCIhX7dzCbXARzKnozK3x61zto2hT6oTcel/gxmlX1pp8mnVXhCwNwuMRTfgUFpYN2OUPIBgio+MnfkDPjZ9JteQQU+uxsS1lPN80xkMkUxDZlBjBCyC8d47dqG4LgIaMKAp66uUB0v2/jH9wNOcUzL7ABl0S6S7OUdQlG91r3JxPEvpA37o+rKPkeyTZGK2NJZGAVqpWQKR65ueQdQPbnwDZi3KOVKm0SW0fWkELDsRXf+TW/Dtr16kJ9ge7MYqDyRc7EpUTigDLuerAIryU6XpeVcuIeta4kLmy9mDBdJj4ZdKkECrB6JihWu7jclIrsyMIF0DPJrjTFD2hJBuXbdttPLGdAA4rh2GajA4LCZnsP07RHo1BQao+zYeUXL9kV0nCmxYOaqFJJcVoBHARYxr4ceQQYFaT6KYdi2XDnEzxFaMCyhYaOBdQtow3lDRTHMmbQPHtORpzroHkdtQsYARjk0h6jClIjcBIF6u30+T1lvg13nhtWIS8r5Dq0pMS+ldmeos9Zc2b9x6KW7ZdO7AkzASEwPGpf5GWhyNPbeT0JbNW/HyZ/4/f7IKoDWX5HwANEyVS6iU0s9qs3ustT40QIpzCZGXR8CDiWHQz+02UMjLTmhDDChIFcixbdIfWXPJXEG6jXqGKIV+HrTSuEJQEGHlRPjbtOCk+lyVHloNNw2UySfSDH5yexKg1jLTWFsWLEM+qeBEruSDoqgleNatqSIZ1GLiHl99xlqzgkQ2F//B1bJcxoJCCX2eHmRwPEm/yIq1iYNqPRplSGLjWmTl2lKxrp7L7hqI3AqsOgVFBLB5zK4V0xkQpcCHQZOckSnVZRI34oN87rrnY8u2WzHSSCuVRsCyE9Adt2/B83/rn3Hdj29x571ejEAhaFF18psi9hM5mgeMK8fGg0T+nD0AowSSqMCmS8giBCODAJJkefGBrvviAEilPOHbMgBGUrgWWTpqgonZ56p1Xir5vDxtK0eID7J8RPbQztjeWId9Nmz5kI6KvAXkaheQt5bkx8a7hLRzo3AKAhIUDPhZQcbCwXIWxY1clbN2tGJc7A33wKMrYMkG16qEHNMiM42STnMGUvm65rVaSryMAUUwLiW16EDKk/Do1LVAdrVcXvyOoJYb05dk1oQpIEbcVgC2YgPO+vHjsXnb9fWNHAkAMKW0LL+RFkcjYNnBacvmrXjp774V666+SU9GpcPn+CABKWoSa43xBTLZ/HYxOXYJmTmutRVBPsU9H/lq5q9DWF0h+ioZNs5d4855wFMrYcPf6UQewJVfhUyGwIY91wQTNXgYjB2JZSOF9li3UGXVie1HeBxa42Wjz+JU6FafDstMrs3WBeRADp9zcnIqd7AHOX5huC5BLX3locmqOlhpjHVH9ukxgMbeMAExgLiEJGqmPMbWEsN19AYg5Hb6ac6TEpjbgWQn9Ow5Y5dOh77PVhiGhAkc2NvL9OgEBSMZvNh1WrIFJkkZBScMajovqbtnW/v1+PY1T8XW6S3xho6EMYZle9MIWHZw+vA7voQrL7s2j5DRgQ9YDeEBSuu6UzoBZHCG8mlJthzkI1DLQDSMZy0AR1lyDg90tH4FJEkYuQDBAtBkryGI7nLgRGU0iVaQrmFrE5UCj0Gx3J5ZYMIwdiAppkM3DgImzpgaeU2epkuoxd/wTIN1JMeLRFggLlBjn5Dcf8mkUwlWFUaO2H3S9wk5jtyAHgs2IsAwMS5umrNDqkYGARsKaARkCZjiKBUFTakcx5k9uhWAWlJ6Avry3lABYc4iU2SkRBCXDsqic+RdQg7AlDZy/9qgXLt5Ise0cJnsguqRSPuGu2ZzfyN+dPMbMVJNVHZrXsqPxpVuF01jz+3ANN02xYff9eU8olaWEgQNC/cp6wFHACd87AJxrYmC9VYENDabVAQZDJ3iVq3tVp0tfCNYEECSUPROmg1IzHHLGhK/8isrDGcfsCx4cOXBxlDQ7qBcrXKh2koOyRDaYM/QQB7LawZPiuUbaVba2ka9Ic5jKGlvLbEhOBH05FlB6gLq+wTqbVyLdpYG7kJjXGAnIuusoNbuzl24p2yVifsfc6Burq/XfkgamOvWWQHLkd2VvA/QNgsoiFeu5WnOZvE61znsEuJNFQFQ2bXZBOVmS5ACMbXA5PyJ7KJ0+i4qxCSs2/BRbJuux0gjrSQaAcsOTO864VPYfMdWPdFy58TAWx6cojZx+QgW3GSyWgcGIEEGXP4vGc0RPmi1zs6X90qR15WgGpAAqhSd4jcmARvXITx9NQpGfDudvCKzNn8IBDmwEZpj5ajABM1IVwxq/oBvV+t6bHuTGmVSvN5Iy32fufmhQge53RYUGeYtUKMuIIBNVgKUANf5dodnorzCIAOcoVlB2UrTBjRuRg9yNQxmOEhXrShJ2wUgpd487oSuWFYyq64s2V8sIgwsTExLtoqQWFTEeFnazA4jnpmU+1InTXNQbycWGHVbZWtM43kX6vGD6/988OquSlOkZfmNtDgaAcsOSu9/8+n4xClfa19sKTuZAxpellkuIR3BPW9CZaFxX8gGQFQBtUWDkVkqJplLHuCkYHkwiim218XRJANIGhYYxz9ZtkZ+qHeD2xzrjEo65jHnK0AR2t2iCPaSvWAS0d1Tu3/CPj5yTKaQ5+naj9hHyQk36BIK/ZFBkyK8OraXvFGvlPbggi0rxkLQABsoxxLQ6+rKjbGzgsR6AlJAY8Bs4hk9iCvV2purM3TcNGPwa9YDBOfSyc8q5Q1DAfQJ6tJBKlOctT94rRcur6+XqRPs0kqCVFMqexWZW837DgGyyoxbWO6mTV/EJTe8HCMpqXtuKb/t3Yodl0bAsgPS+/7p0/jAWz4bgATVf53lAfppiRpwyCgW88toyYM3cQn4Tz7mk0T5KA+7Tgu0vDISGdhaQi2QJKaC1FxTRQGJqcQBHs1Ise8ioIggI1yrwE8lQ0lHMBHlMmkPMmq5K9eWbWsLFEX5G6ApaPL6XAJ8UI6mbZyIu2aAk7p8GDTZGUGWKbSzSseo1aCACuMCIiqLrvUFO7LLEHw7i4wEF2fiAmoBBRzyeBuXEzT6RRSNAVUKHuxMI1OXbYfhZ2NS2K3UGUDRGXm53TzDSGYqlXbyqh7qEmJbkF2bJZlXv5fF5Xgq9dAKuABw7YaP4ZLrX4pxUbmRVgKNgGUHo29+6UKc9rbP28/fYdJPRciIbL66vXvGgpSWtpNPWP1rq+L/wyd1BSYcDy4b6gpWH+FhFapR3pUFJqWlbX5oZTYHg2DDtg0DaXJ/hgEFheNGmsK1WbiEz8SAYQM7B5mkGTIA4VGJ+WDdhOYeh3racS0BEDGEkHwaIOseADsrCKm0MxlwEAFN7ojmNGfwI84CF/BhgACh02X3CeBZQUQch+KnOcvS/QkGwEzQ2+mu5tm3S+93qUdXRMlgpZP4lCmhAlEZwPTGqFriZ9BhmwTjZhg0MWArB+TmlvLTcf3tn8D1G07DSFhywC3/RlocjT23g9Gp//TpfNDCK5WVxeZLuhtaSnqaiLeaDcrEaOkhlxCnmU/RUNnSzcBBtI4pT5XS5Wv2Y51PKDhIhq8vh6CErPJ0gMfx5/aRS1eWDD4f6msp85jHKm0nr2Xf6IdZFG99Mz0rE98Oi2Ia+WnWRUPUukYFQJhMFFCTC5eKgCwwr/fxYUsNyf2rZgWVe5sPfcyJHkP/GkDDkELdQLrSLQfpAsrfWlAANf9bngImgGxNKSDBIuHs0qln+WicTV5rha0xKO1mV9QUnXMjSRssgCoDgzx2REikQb5inTK34epb/kUA2a5Mvdyjpf1GWhyNgGUHoovOW4vLLvhxTvCIRGGEd0rIWFG4TG/yW5cQ/xkAGFH7eoVHLoiXmuu0SNGKFJxAXELOl+JQALdDT80FSFqul0Vvfmhlbow77qO8kc/oJn/SnktznJtP2p27kzc/hOWjN8DvC8Qr3eoTVLmEUL7rOR8pEJDdi8vPWkyyW6je/JCbN9fmh7kuBRrWlaKbH4Z1WwwA0D182ILiQYzbULEISQLgsizcX7rVAAOKVL7I7SwlDWHWmUm9uz0ZhGWLyrTXMmqB8Zsh8vNBwsODlq399bhhw8cw0kjbk1ZtbwFGmh9d/oNr8LLfebOeYMXCI4yct4O/+eRPyJq742vw4MTGrVheRK4eZtN2DVG+2CuK4A3rtFwWJhlwUnm3eECO7StfjISE1HEbECww5pwp53CPbScL4urQU9ZjlKB1ah+Fv3w8Fygh1FaiyKevywCm3DzT2ihzXjSbqXcov0WFpGk5lNk6Xn4OozIYxAf/gh9BD3LiNXt7VVgIhk7lkesQ7htIHmFCtk4UrAGeFZT5GsUdAU3mUrojudehpyT79MgMnaQLxXWlAzVmJnMh6tAXCwsBmBIwKfxkNlCYppxMY/PU6L60O2GSerkP1oqSimBqgenRpw6g7Abi2yUT9sjE4Qhg0f7/0U0vxx6rDsQ+e/0ydlVajpVqx5VuF0+jhWUHoE13bMErf/9fQTa8PM7uqawmXvcJ2uCv58hnwCVkv5DFxWPrYZM1y2EGOAEjqX5B1eLi2+FcQuS/8qT+DrFxzFX/2B8XZ/4U2u/qCGAnhR8Xq0CW+yN1V+mGtcalrdwtQGPbYdKVVSfU4dwsrb5ryETxektO/iPXGsAX5QvfPGqWWVxDJQpTL+cfXUAQ600s66Y5Q6c52zVVosVGlT8KAJl788O8zgpPT+bz5d2grPjd3kGJTHwyOzMTplil7qQ+FTdMAD5mJlThrJOZxY2EYk2xGy7qjbdrs+Q6egPcNOzY3FEAwKXXH42t02uxq9IYw7J9aey5HYC+/PHv4LZbbvcnU/kEHnIH5UxmIOc89th+XkMwja2jvflhuRzBkY0vsW4oMhEIViE58EABLCSxmLTAgYA3q0hJZWoZQSx/atVhdV5DYVcuogb4mBeYSOaYD5K5FtP2fGiHAtE6D0yepnunxd/wTEN1mOv5lHlw5JEq/epb7v62V7pVIS3IqbA6vAsIYHcKL+UflHsqCthYbPR2snruxA2VNz8kfeRNZRKkW0CNrNVi8mhMi3Hn9D4mJUUexaVEqciQAN7BmV1KvPkhYIJyUdrIIArGDcWuLIILxLUARixHIOg6LrrXkN5BQo/NuH79qRhppO1BI2BZ4TTdNsUpf/+p+oIDKj1qsMLZrJaFV8Y651SOlQt/fpr6rIZwAbVGBYgi92BqcZsfetFtLE1Kqg09IElW59VgxPRB7JMIUpLL62VxYKKSwddfgYkBuaKLKAKmCI6Cxq7bENtpz4XHYibP2E+slKUu0yl2WjP08dDjOCNI8wqokEdMFarUZ0GNzAjK1BNly0ZfwIGRk5m6zQmh4INdISIDUFam1fgTATRFxJ4s/1mbHwZ+ISaFeWgtfp0V2ciQ/NL7FIJyI4jiG6Frs7QtMNIHpMZLP82ZzF0Arr3tHej7O7ArksY2LeHnBoKRFkIjYFnh9NnTvoH1N27QUTFaVDjIIip9uQ444GG/3lt5Jc3ZFaDIrxVUK2XsDA2jtb3WCiBHv2QdICjnLRio/ori50SRJ7alyR8V0Kv6xYCNZNJxJlFr1pKpTpsa81BdpnUfHKkOzMkWqArpWUHPQ2VmytFKO/kXttKtnKpAjZ9mbGNe7BRoe0PsLKBeQE1R3kWeaqVbGHsIW1BKHTk41e+8nIN0O3UHiTUDhmdr80OWP5XnIQT6MjChVFa91aBat/lhqoNydbl+XeqfpynLaremb7huXsWR42YmSXuMYU8qNyOf24Lr1p+IXZHsfVrsr73izUjzoRGwrHB6/z9/xp+IisKOLBbUcMRjEySwTmmAIOGbGtYPHe2XZfPD8pPvaCeGgpxqnRWQ7wYZpBWVKSAJOMdZPyyQ8lVLvYZPVWe1HH0DEwRg0pzJ1LqnQSQHMq1s2EFWui3un6GVbpmTxdhculpDhQyQhoKY/PipOwiQycyuj9UFlDzgQPKAxgJpEw/S2vyQ20yAAyAupqUwVzBh40tIF5rj9VLyKikCvNzmh8E6on2nsTq2TLbABKuNTOeeGABT+ri8Gp3pLfuwX7f+JBBtizdwp6dxt+btSyNgWcH0gX/5NG6+7lY90bSycNqcswDFuVoolJECRnGH/Jy3cumgUcaAkxCUy2OkK88HrE0NwKoBSVFaZTQVxd8CJBYROMDjWQ6eoPBryGIxmaV4vhk7EgFRCj+05a7aYdsaZZ1P2h9U5xTghRsnFg4FC+6aAU4pHjOYcI9mQFqsuAXUFJUZBnr7aMqy+nxOjpMCi1KFXemWwYJ9jiygEXcUgxsyoKpYUJhPtf8QJenLHJTLYAJGcenaJhqUq6vWMsZTUFVvfghkEDIxgErcSACIJoABZCCWM2+2KPmNhSiZMYXvU2eeFcJmXHXjyzDSSHcljdOaVyh99oNn4v1v/LQf8QGIC8haUNANAxTisuT+JheDUvKmpH/Bn1nQ+lP4CzA6KcG5PPCXwFvKgYQ8ZFPFg8U0CIC/rGWsL1OgIWNqUYrKw1tgDBvph/InmTQre1aI5prUBziQYNMObPDfCCZsmm9bkKnKIxUFXhZXJJ+3hanimdgfEnRsAU9LlgEZ+BGMWTRhpxBnCQRfmYwCeOQxN1Nq5fG01oxck6rjzJKVuzzmAED5mZsW0DIpM32oCJaKVaLrjCUhGcCRtA7uAAUwANCBiGFLVvCyjxEai80hIaGXZ5VA2V5COe6kR0JXpitnGbNFZAIzS0nuT35/+/IAZOhDZYozW164DCN+BU15inNCol7a2pnF7LiuDLwMgDV/b779Y9jz1kOw3+pdZ7+h5ZjlM84SWjyNPbcC6ZYbbsNb/+KDHoDE2BVR/J1XJs4tBFWcLUAj+YzSEkoagWfBCY99ziWUfFCtqa8KzC1feNYlJIUoDIoFnCg4SIavbUORSQ/cNSlu6pPipQ6bjvEpRryqH7TfQ9U2PYAokskXZZ5FaT7pWZkYn9lnqpGf5nfR55D7nNwXuzwz0BNiuONHSZ4tk6tCeAwA9DHjnSUySPCWgZQYZNQuICqKo1rpFr5ODz40QDX3M5dJkF15Sh3TRkyLxpT0pg1UgFQt45TdScS1xM0PkwFxdRwMdyyX0RgYhPz8Nz+0XQE/Nn4o9k5CwvXr/wWbtl6EXYVGl9D2pRGwrED6yP/7PPrpjGWwzRekzhAKIz2P5NHisqDND/kXNXOtwhyYiJ/qFqCEJrhjAQssQ/lFpUVY5pVugwtKxfb9EGVujDuzpjG7dEOmFM+hnc+nU/u645MG6k0zeQ66s6DyZhaWj7kByT+PKdm+bj4B5ttecTmft+Cm2uyQ9BiAWDr4mKc888aC6jop/AtK5dk3rMT5ds5npVuxyMyIaZlSXvuEY2QSetmg0fLrikUEAKaYYFr2HCLiqddZjvluftgTdFp06eEJlzV9nAGMzriS54Bya3L8DN/n3CPX3/rPGGmku4JGwLLC6JYbbsMn3v1lPdH+3Ky/wltxKwagyOd+auTnT1QeBRsARUGN/RsAEcjzIA2k9QrTAyS/1gsKwDHgxLBnS44DJFUfoLbAxC4bsiwZfZPCtVQdmOMWsGiBB3POy+Nv76DlpUqHNW4IVdp1QOTbOm7GSFmhKVxqdXBOx8ekXgQOYmFA8iBCQlqQ5JErV8A3mUGFj3tKFcDoeypKOEkbrIUjBtHGlW6zuk4KbKBfyvrIN2YFwbiYUDS/C/TtFBwRQCGmxZYndHkhaQYhyDOE+iJEfr1nbH5Itj5eSJnBFin4Ka2w95d3drY3mqed33bHp7Fl6+XYFWjcS2j70ghYVhh98j1fxrYt22YAFaORrDYIQKECKEj15ofyudpax8VqjXDOylTqIpHLT2sWi0kgdQF44ODBAvlaGdzoZ14Qy/Jh8GR48rEFPFUdAewMAJAqALahrFvgwVltZpV1QtX5nfEiAJmYrsBQa7wckH9B6RZDeSQVPDiQg7lXuu0qkGOnOWtAtzx30kydvqsuG7V4TM09WcpKt1JHCrOCbOAqbFCtWQem8Mw5E3TGTnHpFAETgEmaYpLMeiump9Wt04n7KFuoZm1+mDBFyrs3i5wUZCSJQ7JkoBqAHjesf0t8AHZKGl1C25dGwLKCaDrt8eETP5cTEnnXIFaW1jZcaYwCTJxLCH7zQ8eQ+QZtXWlcrcqtdFvFlyRTbMZKtzCDH4MF/dw255LmFZs6VHnLsWp725TU6MpERk4+smDA8o6YrpxrWhVmgYmq3XDdLwcp6Ijkr/t+0jK2vKZnrXSbGmUiz+TLhvTgtGbXdDvjh9OpKNXknislMoBCL1IBF/ZREuACBRuQY7upYK5brSMaYrrQlW6TO27MChKeBciElW559+UMZko8ijxANiYlr/cypc5NjQYUuDAf7qW89H5XymoZtcCo1SQ/k51YXyzgybEvqihcQDTKvQNw2+0fxnS6Pt7AkUZaVhoBywqiD77p09i2uaxt4CwY5i+gg7v7GlXAoNmMa0VHdk0ZF4pzI7lKBuprBdRaQONiZLDglW7BX3Y8ftuNXwqH1tTmqo9K1ziLiP1IljZSs+kWgFT1GX5tMAGv+MO5aMmZOY3Zd18NVFsKn8JBaJegAcdT81NIR3782Mw1rdl7ETXCye/mbNtqQA3YmZLM7dcOZG5xWnOMcQGslYZn8yR1BxVA44Ghdd0kwKx0m+vrDf+lr3TLy+KrS8luZMgWkQ7TAoIUBOpS/5OyeSIDmIKMZHXcvrQB4PVgjEXFuKNkMTrinLpUf2u/IYBw3c2vws5Oo4Vl+9IIWFYIbb5jCz78ts/5k0MWlkpr2i9cCxJglIx/SSRl3Ui2OtFBZLUNf1J6Gcl+7RKar2OMfdEtYjOYKV+z1rphFaXT7STCtZU/ux9sWxzo0v5JovjNYnO2fwLvgDGGT7bAQwt0tGRspW3WcE/jY1IZ3AIuUTkiSPR5Uki35KBW3xqFyHV78KAMazDhgYzd6C/iWnbP6N2zqC8BZBR7AAcc9EqEstAriSWhimlBDmZ175yADwNqZs4KUheTXekWUk6BEcunM4PgYlK4fbweiwdACbJyLXpvweHnBQpIpqRWHxg5dWVce+vzzWSvLBMfr7/jP7Btej12ZhoBy/alEbCsEPrY27+ALZu26gkXONsb7QDwgFlbNsyITCTZDFM5IgCVpnNZk1o/bKkyms650q2zvgQePQFT2DWzfNURZDkWZkpzVO72HAwg8cVNBvi1aExdVYxKpKisue4eSHEF3AFgkuy5wHsWxZCg2MVVlzfS+vVt8sDnoapAO7NzCfEBsQVEMgWXkK+eyvPrwrDMtWgtsSDGToaLGx/qKrQqq5/mzG6QHNPSwwMaAbBhGnJXrB5zrXRrpyVTeY8JutKtggl2KQGyZ3LSoFp+vfPMomxJmRjrCI8BPg6GlWOfn7cCetgCIwv0FdAjoEviusy0Zum1/E711HyscMMtr8dIy08nnngiDj30UOy555444ogj8M1vfnMw73vf+97sXjS/Pffc0+V59rOfXeX5rd/6rTu7GUumceG4FUC3b9iED/zTf/mT2cabj+MMoPKx5774yndmzB+Ha9VEhj8MX+eaKQN2l8BWCIshZCE4p+0NGOI4nJxZ+aYoC5CMrC5Ql/RLL/PxSpbHXekS6Q2CxNPMVOCslBLIRhcy9gtd6zCjqTOSiJrCcQsMRRlnyTyfPFUZ3QU4gj/rwrH52eox6N7ibLE+Y6LyM35KXcYiYhW962RkPgJwTB9ymZ70ke17iFVEH20Dt6yVBsZ6AgBRBsrPNUvEQIkDYLtyhhJKxAcM6AjHlJDRK1sqinOHepkpMklTkVMDe8sUZUpIsthdAqVce089tiFhQsCqNAUSWz0UqHF/ZrfwBJR6ASSTsnidBU2l4aBUZiNRn11YpICMAZv0IzylBGy448PYtu0vsGrVfbAz0nJYSBZa/kMf+hCOPfZYnHTSSTjiiCPw5je/GU984hNx0UUXYb/99muW2WeffXDRRbo+jotlLPRbv/VbOOWUUyS9xx57LEiu7UGjhWUF0Kfe8yVMt07rCy1bvwu0ZQqAxuVHyE8lewRApGU4HyGApvC3ZDPfv5m9sDDuIRO7wDJbrONayl/b/hvf6kJpR638Q0wMf3w2rBys3KxM0foRg3VnWS8s/muCEhbb1h9kchSDemO5WWmyP3LXqz2Q4nHMX8W5UDg0+a24jTbFx9TFtfCxcwH5YNpSCnyviNFqAQN+E0TIvc/GDVK5wPOGUCwOvTkm94gnc5PJRHDwcQ7QBXhac8boZlaOxMmEDRQB9GV9FYAjWIyMZlqytXTkpnfoU45n6Yvri/cN4vfOzkoSQMJyE8T95DdYtEAzSVQNARK824EwsfdUeiePBDevfzN2Vsr3bGlTmoc+coboTW96E5773OfimGOOweGHH46TTjoJd7vb3XDyyScPlkkpYf/995ffmjVrqjx77LGHy7PvvvsuULK7nkbAsp1pw62349/++dP+5BBQsSQOcbPSrc3HYMV+NUdAE3lH5R1XuuU8BAyvdMvKxtYVtHdDySXWLBYsyH8GqTAg6Tw/cgmqAIGwafLPFyXNes+K3gAgDiigDYqaaZbDAoiYj+9dqAOAc3Vx2l1HTRHf1hnq9ExAZdIe+DFQ9Azzlz7MTxVznNbsqqEZICYeA9Ixvqv5WQzuIGgs97QPYAEcy6Hgg0FTdt9ou1iw2t3kecoMHYRl8DlehAGFibsRVxm4vAbl6qJxZNpk42CSoEa30m0AJHmDRQYwDEqMjAJQtc/4kW3h8ttuPw3btv0YOyMtZwzL+vXr3W/z5s1VfVu2bMF3vvMdHHnkkXKu6zoceeSROOusswbl3LBhAw455BAcfPDBeOpTn4oLLrigyvPlL38Z++23Hx7wgAfghS98IW688cZl6KE7l0bAsp3pM6d+FZtv3wKKgISJdECsXEIcMTj0KbvcK91aQOKFBIoftCrL9UZQJHytzPBggU8411bhFZpdAxIDQFr8bR0xjqXRnYhdYNtRtcvhoJpXEInvZzQgOPmTP545rdnmL3lSzNP6G3imwTrMdZjrth9Kf2rT6wp5M0MOBs2ZVUgParRxHNPigdLQQnDeYhLDSHPJ3JgpdT4AtlhlCGGdFlOHBtQaCwqDFFgAUhR+Ebo3D5LKHNd6YW48w4eX+yd5FtNCVro18Syy43PJme+VsQQQCVjiIFvZXDE+LtC2ZJri1tvejpFm08EHH4zVq1fL7w1veEOV54YbbsB0Oq0sJGvWrMG6deuafB/wgAfg5JNPxic+8Qm8//3vR9/3+OVf/mVcffXVkue3fuu3cOqpp+KMM87AP/zDP+ArX/kKnvSkJ2E6bVj6VxCNMSzbkfq+xwfe+J8AkJW9jVthZd519TkkVKs5xTgXzk8o1og8AOqCCg0AlAtJFXohyZ8ESIxJjnEIgKgU9oM7m+dN+8S1ZI5N9YJAWIkZGVPKyoPVg1aUL7bcMX4WUfkT6iCTX6oj02ZAN2CEP+/Str7W6D7jHD8GIMDtkeb6xabJ50n1rTTmACMoN2aYJw2W1+uJ+1D6QY8F25g2VhsdxryqiYvfXe+0YncFOCQgJLssuKqe+Yucuq5IBDH1fjmFfRLYK88alUb3pQM4bibz7uVRruNkGLQQiDog9egBTIzchAw8QLwhY7DqlFxEHfrUY4KEKSYATTEB9wVbbsqsIrlH7ILqAJSZeQlYBY3viSvd9rKMv/ajzKSCJQVr/MjetvEU3PMer0ZKPthzR6fljGG56qqrsM8++8j55YohefSjH41HP/rRkv7lX/5lPPCBD8Q73vEOvO51rwMA/MEf/IFcf/CDH4yHPOQhuN/97ocvf/nLeNzjHrcsctwZNFpYtiN95F8/i00bsxlQl6I3Q6YDHvEzPQAUMvmsRSTZ/MozIeaPZPKxLFVdlgfMRxb5ck5ee67k51lHrmYY3RfdNZYXn+MyKo9duRSt7nUf2w2LDAzveYANN3spdmk8x7eIBtIs38DidC45wNumo7uKRPBheVNIt2SQ0zEuBmoBYYsIy2rjXlwMTBEpLt/vLCRJ87sZOhRvTL4hfqVbfWT7IBMLqnhel+eXGUEsn4hQZtcYVw6/CjamJRFbYXpxY/EKsnwfCAl9Ku4Z6Mwie/NsTEoqaE3Ll2nKSLLIHgM1jaNpr3Q7lcjywollLGXz88KWF/+46GsYY9R63HTL32Jno+V0Ce2zzz7u1wIs97rXvTCZTHDttde689deey3233//ecm822674eEPfzguvfTSwTyHHXYY7nWve83MsxJoBCzbibZt3YYPVjODGhmHXEX8ycMjsGohzcBumrnqcJ/E9vTAtGYBJ2Q+8MnoCg9MyFZs5GXTtiiBKJwNoHVihFGzpXCBPEuDfNNcc6wWtBciSBlQ6AIUnKIeyGfSQT/PTluxyGRKIc+MdMxf9XcEYOUc1QWa6YVOa07luu2XrJvJP9KFanDBSlfbq4+cndZslLupx8aZWEDDMRpE0FVp5bXS+JHW3kPJSJVn9CRdKI4BCDMvFF1KHbVWutW5SDrl2AfVoliiBESBlaKJo3FxMAY0cb/w9G5oHSRAiyGRfZN5zFGXUXgCsHHjqej7WzDS4mn33XfHIx7xCJxxxhlyru97nHHGGc6KMoum0ynOP/98HHDAAYN5rr76atx4440z86wEGgHLdqJPvPOLuGMjB1mRM3NLJGArfgXQfHxQBioXiMpX7Se8UfQuZsZaPYKLR6wQLhpSFZ2LpYDmpapM4WeSUsweWEuFATnOEmF5BEDilHHLGoKY1n6xbizpJ19dHTcT2xOPw22bKU+akbZtYxnmzSfs1mz7vMmjqN855KoeS4u2GCxIXt4qgeRxdTEwtgKO+SBIACqgsSC2C/j28cq2Cnb0WKw0pbnWXRMBTS7J7pMk04/tGiX6GunOxxbE1Ev1Z7dWBjC6/L+1bGQ5e4kTsSvlcrdqTIwHF/ldztPE/dosRnZ0AGlALtdrV7pNrq280q1370qckP1Re10WoMctt5yAnYm2x8Jxxx57LN71rnfhfe97H37wgx/ghS98ITZu3IhjjjkGAHDUUUfhVa/SVYaPP/54fO5zn8OPfvQjnHPOOfijP/ojrF27Fs95znMA5IDcv/iLv8A3vvENXHHFFTjjjDPw1Kc+FT/7sz+LJz7xicvXWXcCjTEs24E23b4Z7339f7hzVHzKSZRIC6SQfk0BUCWf4kjBBeAWEskh/2DLSx1/UvJKIIXmt1pJfP12nJd4iCxTKoN0Hv54HZVUAxwRs9Rnm0bIfIrCFZFQ1JHlZ5RfFcNiMB2nAd81eqJwSXrJNTO5bIPAohVHY+WRfOFcjLWR68m3IwF5QdOEHOsSsJYnqpMsX+hvydBKCytS2cs9QuxLlMfVtFOwkHmc2ArCMlgAoRYSBQUqbK6cn7GulLIxRuCrrFALaGFXiTSta62jwpOZe/Ncc33ZA9ahA5Es0J/lMLEyGkTL1pSU+cnzTxkQlfwZKJAse5RMeTtTiXuzp/IeI4HQ5zRl0IJkZgUB3Dslb46DodQXoDEtdZjF7CQ/CYAjZGCou1BD+teu0cKUEnD7He/H6umfYzKpp9XuiETkgfNieSyEnvGMZ+D666/Hcccdh3Xr1uFhD3sYTj/9dAnEvfLKK9F1anu4+eab8dznPhfr1q3Dvvvui0c84hE488wzcfjhhwMAJpMJvve97+F973sfbrnlFhx44IF4whOegNe97nUrfi2WRIPTU3ZNWr9+PVavXo1bb73VBUQtJ33+g/+Nf37RKQZo2L88o8ON6PVPZgAxwOmMRoDkoaoM5DoJ/1J33NvHxIlYcMNBt8yLZKc56GJyKeXz9hwMcEhGhq7m64NX7bkCSIqSdvn4GCYf4nk0+Bt5GucjKCL71+YbqKtKoyXvAsrFdoBA3YxyiSq+yotcGzi/l5Ga12062bRYWchYaRiEFGBurC+cjy0w1qXDIKDrAohJRf0ms9GhK8vHpBYWaLmuXO/4mOsx1zk94RViC98uUcHxhGSmCk9QVpEVnrwabeY/4XVODPjoYHiA40wIvC9QXvOk9/zAYMTwKOcmmGKSuEwvZbtSv/QDqATk9pigBNy6+iD1J5at/J1wG8HbDqDAL30sZGN4AKv3fiX23ueluDPpzh63mf+vfOLFWHX3pSn1bRs347+f+rY7VcfsrDS6hLYDfferugKh/yot5mNCcNmk8OOs/N0D87eRX9iTn9asBcy6LsmIQwBR/pIfCs4VpdOSkVTOWJ7PB8DgwILRrmQLEvHsTC9G6Q4uIUo0sPPWj1Y/wTM35yrLUux+J8MArzScjm4YF49SutWDFfh7FtrKBZrunfjX5OdusenmdSeYaasFTgMVzj2tWZtTTWsmdVRYF4cDFblrqmnNLRcQTLyJ5so5pwTnGqFiymELRldcMX635dJGQOJk8rRktlRwG3oBP26hOUHjkN2aiReJg7qlFJDxsvs8OGidPekUZzLPp18ojlReXlhO4ozU1cVGWu270h5/2x1t2vwV7Cy01EXjrJtxpIXT6BK6i4mIcM6XLmCbL59U7WBt51aRRoABU94q3UrxUnNas7iE2PICiCPaWywT0JHWgaxgKisGC84zFESJWZeQyWesN9Za4xQeIwTpA5YduFOmNetYzz0sgzuXty4He96lHZgIPzTOt9LcnebY6LDQT+EcYBoA1TAUrokbL/I0irlZXq+zFUTl0GPBNu4xNddtjAtfh8qkt33GtObCh09wnqFpzfrIDwMaB4+pvCtFjrxUfYlxoYQu9Yq9ZXPCelpzPk5FxiTPaV7+TWcMUVJ1JlaY5KGUumi4bJ+X1CegS9NixenhZwVl4NTzO0yEPuW/PDNIw3v1HrHLSvqP+wzGw2zemRZg2brleyCaIqUJdnTaHkvzj6Q0WljuYjrvKz/ATetuKVrXKAIOtDW6HBxQ17RsRECDYMVQfqWAsdMaENT3wLQPeW0dPNDqOZGmEVRralMecmYAVLWmNZsvQWctSdhlpjXL+UisuCUd7wOq1XPjTCWyHAbkTSHdIjm9g0xr5jqHpjU3QYx51Dy4ywGwRApopuV4aFqzm6Fjnu++lNeNC3X/Ir55dp2XVNxS3IociNthilVixcmvtJ2mXE9r1oXi5I4YQKILxUHyAj10MT2kDFyyW8lgYfDidAnAHdh0+0cx0khLpRGw3MV08ms/4k/oPE3VHwRR4E7xu89RmNG/pXFy/tQAB1wuMV94FlFnO862PtKvN5Ux/IUOhFpPLj9zWnMpv5hpzYIjVsK0Zm6uKedkbckeutTSEKiC7SJuDvNOdbsZENvykSdVBZwUpkmhcgBLmtYcANZ2mdYcQRYYaLDyj7Ey/NBkC4qd0kzgac0JFpjrrCI0XEoeUID8tGaQdekouMhBwB2mNClTorsMLKg9rdkDks6AF7ZIhbgevncG7NpH2Fpf8uV85bb1f4+dgTjodqm/kRZHI2C5C+n7Z12MS869IidaVhOjzDnZdAvJF6Et3FC8sJYLHumT++tfnQAbpD7zyQYd4DSo13DiwZFMOXM+4gX/6ZoULFhJrAIL3WbjPz1R9cHtKrZ1RIuMyNvAKTOAXdU2Pm7VnRrp1jk0zpfjOOOqOTOJrxPqupzpIJznPzPkqrCkRVsMFiTvAqY1c3sIWOq0ZpZzodOaLaBhefo+Kd4HwPODIIrdxHqApwkzOFcXUC7fmNYc9wpyt8cAILLL7ufCWZK+uHYIkzQVAFOuZJdQqZ/7x1lgykq3WR4GLz52x+6vxNK7tQ2Jnwk/vvT9Omy+4z+xo9P2mNY8ktIIWO5COuW1HxkAKqSjL1IZ3I11JJaxX8ZG0Vd5xQLQ0LwmS5Uy4IQHIPPJ6gFU1BxFsGQQhoqZgpJVkNNy3+SPTQOSHFCgoLS5amOVMfxaVg7pcjmf5Jqo0AiQZoIfPTcMHowMtvoWQGK5KaRDGbT6zqYZIWR7/s6zWzMAhhuyYkk1pQvi+Yy7NfN1sVA0AA2bwKgEvaolpqQ5oLaAppw3s447QHfwuzUDMKAgFRBj+7U3gKKHXSmXAVyusZN26zdGnkI9MSBK11mBrrMCY7XB8Los3CNT+67CL9UvP+kLQKELcPv612FHn5Q6Wli2L42A5S6im6+7FRecdUlO2IBbpqLQk9uF2GgoF3wRRn24UU7LcRbJqwq54mtNGLaM3UCRCKDeDTrJKjcV3MnYAhBRkyUjk/3wdu+2gJ7EC1c0FD0JkKJQtAIjrjI7BdfUm8LPymaqbHVBEzzUTW+nZ43roR0z65Jz3rrV5LkQmVppAAoUPIOh3ZqB+e7WXLg3QIyAHUAQpsdg+vyT++mr0AI0GZIo4NBHokwJdvUx/07q4XgW5dmLgu/MInEaHMyggwERgyGzCB50CrNMtYbKQEDexFEsMAlAX6wjCno6Ez1urTZTcTtlOKPgzYBU03c9gzNUqyZU1E9/jOnW79cXRhppnjQClruIrv/xTf5EZTXJP+r7akB3AIXt2qLgG1ow5E9cn/F/V1/ONn8IyqXeytoAWoMyGiAVAxOq+iHlFKTYL2lTkOjOmdZs8N+QwqZ4vfV3FpgIFGWUtFHQQ9cVVCUPqJoAKymARThflUnDadRpF8PCbXXxS7aRRu2XOJZkgbQhIp3l05tnJT9Wi9+tuekCMjEnFtjwrsUZVBXHCyWpw05rRprftOYekL2C5jOtWS059bRmfs7jXkX5yqSAlgkAtqYkee86XpclAa1pzRnIaCfndlYjQG5LuS+5K5O705a2bru4cXbHIVoGd9BoYVk8jYDlLqJPnPQFf8IqcKfd3Kek1zCi+BEATxrO31uLSCnL0xNaLp4wYwdIylIGIpVRF5QjJ6OyMF/2yeTzkZJGBs0i4MR2TwQklpKRqRVEa/mbAV8sMi1gYfUPwrH8F9IOTIRfPIfZ57xS9l0z0+KBdrp2KdX9Kz0T0r5ye+vMc+ymLbdus7FUGMuJa3vpvGRARCrKM4urnczcJI6F8WwBNdIOhGm5qbaecIyNeTLA4EUATZFtSuoe4W5M8Ls1i8XBTWuGyM1L9TOQIAOKgDCt2Vg6FEzlsNksscaNdQAmCXkROaiLjS03HMei67IU0AO7Lktue87TiTWFrTzWopJKXwloIZ0Bxb9JafumDe/Fjkx8r5f0296N2IFppwIsr33ta138R0oJP//zP7+9xcKtN9yGMz54pp6wSqLvi12VP090gM+K3zzplsxCbzJiRBcSwStu+TLmQd7yjuAJRpDkzqneCm+fdRVZHnKmBapwJ+7WbOpojBKzZuhYkFW7pczPyWX7IlQ2ACiijBZbzmWdUT4hUxPMDAG/NChbCulWtWTltLJDLSBsEfGiknlca5cPE1sy9BrcNeacqhuTgDLlWECH6YoWoMlKewDQUKnDzOABK3NSMMOvxHynNUtfFAkWMq25s2XLtGZKXbHgEKZlYJjPtGZxQ5H2A+dXAMfTms0jlTSORWcc5X4jc1cY2m3bdg62bb0kPkojjTQv2ukWjnvQgx6EL3xBrRmrVm3/Jr73+I+A+h6pC/gwO+g98IAdxM0KKC2XUKVtPbCwl0gZ86paZVBxDMBDf9R3XmY+zqZx+WZ2n9IqA8n/SeWWwzzaJRQA5TVSc68g6TeyjfPNB6DrnaU6G/HBgDulCpp1fWD+MLPWX5s/6bH0Z9F/woeLm/z+Hs1oB0KmFshqpE0og8+QyD8baUiK2FxWsuXes0WlhZ8N8WMlbUv+GlspOKbFghgfO2GnNat1wcpqn3Hu63xM6FOOT+mhlhdbp4AFqV/ryyAgt50SigWlAJiCZMQFY/h3AooSgB7WPcPLyE1QFqpDn9tEEAAE6PL83JEZEvWYYgL0eTG5/B70Ok0ZvQMZDGASUe7vIi8v99aVvuH2yYJ3pv874w5KYMtKhi58J26/9TXY517/1n4QVjj14F2mlsZjpMXR9tfmy0yrVq3C/vvvP+/8mzdvxubNmyW9fv36ZZVn3drr8ZlTvlxfIAIsgOHRU0aQ8h0UXTbI16qRAgbQhHpcjIHVjCmAkxh3IMDAaGIpk4FGc1ozdFM62LqJwKuEcgkXr2LBgpWBBzvRHoa16QavyKkNeCwYSaxcS39HkKHMtHkWTIS0lAvyRLCQbBtT+MVzaJyP7eCOmAlUTB5zKjfdSGvBTLwXgX9q1e/4kMussRUZMvhZPxF1slsxaX+SKnvZzBDZmsHrhYiX1QXqGoCB1iq0Xi6LOxlEM+iQ9UUISKnnV0KsJhD+BYAk3hqRXUAJRD0o5ZlFE75OGogbZczdasunvHEhcoM75FVreQ8gjqvJ9TOAKVaU1CFRXz40CnAJACYL1KFPHF9Tzpe2yr5HcqfKNxB4c8SUF5JLnbTNPkdbt3wV0y3nYbL7w7Cj0fbY/HAkpZ3KJQQAl1xyCQ488EAcdthh+MM//ENceeWVM/O/4Q1vwOrVq+V38MEHL6s8n3rHF0LQqqHo3CyD/5KnNVtbfQEQrowBNY6zcxuoGUEUU7CcyOdjrMN9T/kYlua0ZhSAEYQK3/hOF3JizmnNUTQjd3OKZbmWTDqwHwQFtlmD05pbY5XpRwrnrLduqB2mw/wNnW/a3GuJCLV5qnujCp5i/aFd8tgYEBSMaGqhKMdI9TX/2Gonk4B2G0rLMR5FDBqaBaR8h6c122fPTE1Fcd+gBFP2GhjMr7ILom1Ma87d7ac184ypLLvZrdnM8GELTD8wrVniWVKfQRV40re1+Mw9rbmT+2xmVpF/L/1aMfwIEaYgbKMeU+ph4nwl36YN78BIIy2UdirAcsQRR+C9730vTj/9dLz97W/H5Zdfjl/91V/FbbfdNljmVa96FW699Vb5XXXVVcsq09c/8e18UOJRKIICHsG7BKRuCdOaSaPioKezEoj5DX9XFxdCkCu5PFUbTLFQMcTKIUoGvh5ukuGf7DnLvIze1eq3VtFzX5CfRSJKJ/I3CKGBozz4aJ03PKouaIKDGWVCcwepAarmBiaBaQNctOpYUHqAIZlnxsatcDpOa66ejaFpzRHQAO4eJUDARWZg9x6ee1pze9aRcQGRARwlgNbyrzZMFHeMunOEp5G1Jy8jjFwa8Npj4qY1a37e7JABViqxNFKGgaEAnva05lzGT2vWLQQssNJpzR2g8T5yTw0ALH+nm7+EHZHGheO2L+1ULqEnPelJcvyQhzwERxxxBA455BD8+7//O/74j/+4WWaPPfbAHnssbbvwIer7HtdddaOeMOblPLgGcALK1hj2A8fP0mYMC0F3NBTOWg6xDrkYFHCSzyVx2xRtIuuegOvspC0SY1HFr3B93IYgm8if/EiWyPSL8vKAxLCw5Q3W4tqc6mNesd0NQFKBD8tj6FxDBskXyyX9E1lZ+ZoxLBV4SnDuntiepHmkPvNoZYVuEVDOpfU2rps0wbh32A1heJSnGbxxYL6HZb5LYuVGrJENUQEFRVFzfQTYDRlrS4x3B9kZNnFKM8djcD+Q1Ab0lC0kJPekF6CSOnWJcExJbgtJu6nAi9xuAk+T7hIVdxDnKqAIOiuI+yjHEnVZluJGYldUDv+i4qaJ67Kw6yhhGyZYhWmejl3izvIrraCJ35gcGtuJ24plB+LeQko8ZCXpgxJsy+XlCch/OyQQ3Q6izUjpzhl77yyy35BL4THS4minsrBEusc97oH73//+uPTSS7dL/f/1ri+i3zbNCWelME8sWcXAw3sAKNbKwpYQddbDackIgsgsk58zGYWWfBkGKC1gQ5oWsMXWDku2ztImHuRB1j1U6pVlMhVN2LL2T7Qs2K+4xP8lFJkMImCQEkADhYS02zY/Di6k56ROGLkqMBHOpTnOtcqZfBbMVKAqyt1It7uW6vxIZjkRsqclbR8hd82AIQEO4Fts3T/wJM9hUaEybbmoYXk2+Kbysc76IT4ms1dVQY4xpkXBjbci2KdKXDUCPnJOdQEVsCK5EFxMZACct4AIvODXmgBd5E2nNbv9igCQXRiuAEF+xa0FxgIYjlCZyjRqqDuIdFqzzCIyYLRf4LRmXbWa0KWELqVwr3O/bb3tLRhppIXQTg1YNmzYgMsuuwwHHHDAXV43EeGD//hJe8Jfh/nYDmBCvB3WhRRhuRsBypDB9vWh/MKYBz47UloA5FknATkFpNg2SbyDB2JRFzn3UIgvgZjj49ev9k0FBqJlRJHQMMiIXSLXTP9bMNJqyFzggquMeQZkiqCjSs9aRn+Q+XKQQTS9OUX+Ert7iOJ175Ij+LJMYh1JPu2uwYILW1jr4SiNvCQ9AxrvGnExLQbg8H+DLiDUK9vm98ADGt7NmOvgjtO9gUjADGO73CWFT0oCGXqRNyz1n6xM5T3m/FA3FIOYVNZW6UAmqDdfybc2CYBh8MrfEfUqt3NPa+abrQCG8myi8jKsQllTB8DWjSeDaBN2JBqX5t++tFMBlpe//OX4yle+giuuuAJnnnkmnva0p2EymeCZz3zmXS7LLdetx43X3OxPVpYSMvEYSRSc9fmr4gyfq4AZNYxWSCG//brxn3LKW0crAMEKIsMVX5bhKgMKp0A8IKoAjusHr72SSTrsERU/jFWnhZUi8LE8y6XATsU16ebsGNfvrssiXpsBLny+FLsipmv8WPfTvGgA1AxhHVfHDBBo5QL0gaAUABgFFkUJkn658+lWiJR7VpIFF8VbWdKdeZDYMkFGQB9A2oEvsruGa3KARur0IMaGUWVoUDYY5FgU4VtWgy0NJSiAUWCQZ/X4e1p4lpTbrRkWwOheRdzGHp385QDebElZ7G7N6hKShe8Qhg6gWFMyx8w7oaOUF7OrnoQ70G/dsVa+HQHL9qWdKobl6quvxjOf+UzceOONuPe9743HPOYx+MY3voF73/ved7ksd2wc+HIgytOZU/LrsvDbP9e05pSK0xgCKIRa7pmUX7LKZDAAbirdRDxhMYERSj4qeZ0/wP6FfoKxlqXyJezEJA/YHEhRYbQMj5CFj6nCVkf2ghWtAkEqTKUbrZyVHOZ8I1+MPbHkrgUwlIJ8ydbZagefiNOaI8gainMZLK/n5H7bjmFrRzLlAXnmPH9pCfJzXWasUIxhyc9T7h8PiHmOCwOYHurK4SBZ9p6yAmeqluY3wKMCwxAx85/SHgkuNXV4y0+eM+RWpaUEJI2J4WnJiXpdXyVN5RGqXECUwI4jKrE2MlMn5dV2JwUWIQEp6boqXQFAvJ7OlCZICZhShiYM5KwVpROpAKIuT52mzJf7Wd1A+mFDiNOac1+mlDBBJ48W8X2DAjOa/gTAQ7CjEMcBLZXHSIujnQqwnHbaadtbBEPhM9HavPlLru/lawSAfCpWs3pseXvsNOvAS5BH3fKXRxv7NwAMgo7KRV5Vogw+zF9R2DzKqxJIlMrCYUm+cp2SFdGtDEZ2DaIwiokVPtXgp/CqrTIRhJU/LDf3jWmGqw8qd5lcUZ136YTZFppZ56yMpXulj03ds0AVhvIMpmnm9apOMBDmx4B8OdM/sI9Y8iChMhoWEGAxbK5NwUpKpoLi/kDigFxtQE81oOE6QUDX+SBdXafFxrSg3AMFUUQaaJ6BgyrzPuUntSNC12UAAMM/P8VmXRYQekzQUV4srqckoCWDbzOrCF4m5aGWjryoWW9car48ikRTEEAdJqnHlPIS/tzXGlirDx2Z1JRI1orJ+f1jzOClA4o7qC+LySVYGxsv1R/tbiONNIt2KpfQSqKPvfWz+cAqwwZ5l1ALQJgvVyCM8lFbkRlJdSDwAChqctLy1lrQiHnRbGzlIHfe+0RSDXJa2pWQA32hMqeQRc0WKGDAygZV7NyeArzI1mFYSTHydcSman1wdVVgg/O5voCneI5vF4U0GuUGzmk/UcW7dk/Fe2Vkb9UTY6CqdChmeZZngx8RG4ipj6amXeUF1NhH3FlIGPSA83FQdwP9sQke6kZktR+X5qfSR/wK2LVYxGUDng2l8nL8iLqZSlxIH2JQKLpwdMVZnkGkPFjBpyCXXxhOVre1skDbnI91l9BUYlgmDEGogB3ZDiAZt5PZHNHcaQIDJXl1c17Eac0weXIcS74rScEKEbZufB92JLJe9aX8Rloc7VQWlpVCG27ZiP98l9nssCedFmwsJCkCGQKy0TRPpmxOa7ZkpkAL2uhC/i7WUbt4SiX8uSmDDcsqS+Y3LD1s4FeNYv4WsQiAzJSwoIhU5gTWOSaDcRN5xWrz+KQ7RWrZkTZZYOFkhmPQmlUU8ZYbd4YxaWizz59MNzTTydcj/RTrDm10YT6N9gl/auj6VnuScIepqdTRWLWWA0IFUJRuKM+MndbMciby39t8za5qqwGo5PLJY5I0rx5bxW6DdPXVZKsAW3LqpfmBOAtI69RjVuZ9IiR05e3IjpC+LxaUxAu7aVxMXH0XQHEDEXp06Mo04ykRViWNL0mgAhQ4YkXvnaxsCw3C7cu4sgrkp0GX985Oa+5LL6Uoo3k+yf5KP+UF8ko8C+W+zkG5el7WvNlyJvpta9GtOgQ7AmXAMetlnx+PXYWOOeaYeeU75ZRT5pVvBCx3An3jv84BTXsgGQOWjTsxgWmADtYAtIwFHQzLbcxLKv/JqNn5Rd4A8MhLVtnUo7sXXnVNdd4p1VLWzfohzSwghvMXoGGX5vdgxPRHUj6MMMhn0W4o8noVWsq2AA9CWkaP4F6iKEuVvVGnr8K1M9Y961wrHeV2oCrXFoFHFavTiHPJ/VqkjfeDY1iS6f9Q3j0+jEzkGpm8ap0gxEePe8vfACqVeoxcFB2XJAU0AmJKmrFt1ynAieCgqwBNAWDwSpjAYCTz6XveF4jynjuddyvZJeT0fqgFJaW+8LexNzx5mi0oCijsWrU9dehSAUEAEk11lw4XyGs3L2RLUwEjKcdiTAqAyoCCY1hIno2+HPDaL3zPZVpzQSuUShwLMUjNoGSSOnRIAlaAvL5NKrJ3AKZ3fALd3i/BSDsf3XrrrcvKbwQsdwKd9+UL65MWIFCZHUTmq0p2Xzb6nygDGQYqLn7FABoeXvlTx0YGSv3KXxSDdTNVqEDL+xiWZLKUMm41qSxP4jbKKAcDcGw9pWprgeHLlIdZYquPYVXtFWTa2bKOxKYBM4AZtxlwMSuuL3xzrcgBTIR8VoYgj5OJwqWBW5SvhczV9boej6gopH2Zdp3lOS718/2JeFmwT9JiCP0p1hl7bK5J16XQoPKMJbEOIKxPqHKJlUZeDQNuuhaIUQAgnSCWAY3r4leuL+hGls8XAKLtYOOnAnGSPYW6BLHFyO1IDDMyL7vbMs8qykG1E+hCbwClqVqFSpmObT/EcifZyC8ZgNeBg2YLaBLM2WXbL1GxHqEsfqevf9xbKG/YqAv+pdRJ//H07wRguvnr2G0HASzjXkILo4997GPLym+MYVlm2rJ5K772sbNzooobID3HJlEXv6KXeDnrio8j4pFS+TMZntGI0oxPkM9e8uAqahjqYReWcx4pyUmuvCzkxqM7mQLMx8hvsY8ExvIF5td5fuY7VtpT6d+SN9lzppzgqCGgEc5bfV+1iMIJapyrkzNO1rxSSM+uOz6Lc9RZxcUMpAngxf5if3p2pMXM/WcwQZLPXwMUaORjA2IioAEEvAk/VvnlGVS7B8/cKTIM7DXEIKNr1Rm7NOlcG1nfxLUrWyl0YTczy4iRRJFPy2u8CI8L2g+6V1EySI1oIu3mmBSWo0t9mc3Uw8bAyDou4OndcVqztUT5dtk73aUCgky/TAnYBsI2mmIKjWfpSs5+6zmg/mbsCETL9BtpcTRaWJaZvvqRs3HHbZvMnkA6kDhit5B1pxC5ac0xf408uAoLENqX1URReFmxAmgqH4iZ+l5BVfyEruRjAGbr489NyajtheFntE5rJpEHJDCuLs3pm2dmJ9lMjr/K7QAJhTwV8oH2X7y9oYulbAB2pmkV+8qi07petSEgMZsnaZ5YPvMP5S3P+aal/Xw+t0y7h6cxlxYTT9svDhiOTHVtz/d6PkvzwwKXZL/qyVlM7BPBIFanUlugk6VngJBjWoaX5ndWGXDkSoeEKUCpxMnkqJYeWlGX+mzF6MxKsxxQa6Yl53iWDhyJwh5mKi6pDKqsC6k8xAVEEfX5mBJ6rtPG0Lj61G1lpzXzbbcG1fIqynPM05q7lFeF6YiX8UuS3z6W+dxWTDeehlV7v7B+nkbaoek3f/M33QdupC996UsL4jcClmWm00+xN4AHDXPKAI/80dXn9ViIzApYAcwwWGD3kNXMyfCs4lHK8MDanC0dOrL7MmyZaE1r5voABQLsfpHWaDmNYfHAQYN0oxyGDWC0CUwbTHegVvYKSFLjHHwdAgQ0wW4m34emXJDPgYtSdE5XUJrj3FA5mHYEUaJcs9LU7INGfpOnKRcnq+sKOuy1JGXVkpUcAOIC/M7kKcTyGIEfLROMLs80FVcIhXxkZvRbKw05i0kEG74Lym5CCdB9gQBewbUrAbAEjmnJfHgWj1hAwEq7gDV5d7KrheUkAw4YgKiFg9+fzCsDojw5mkHQBAReI8fFwCRAZyFN0Kcp2B00QY6BmVSzgjgIl/9C+pnl6uxzYh6bnijPBkqEzhjybTxLXpYg37PpHR/cIQDL6BJaGD3sYQ9z6a1bt+J73/sevve97+Goo45aML8RsCwzXXXRNeGMjGaqDC3i5PgUa+GgPCCm6LCr8jLPMhD25VON63XWi8Sjs0pWxbDwCOTliRpKlZwBRJwWUBMUasnngnSLmCACtSxLDAKYn1Pyqa38kaoBtGkhYZ5sBhG0oU2ikF8KtZR4FD3mGZCpilkJecRIZTuUjxN84UVTqzz5Q9aoTA4cmFtKel0MIUlZ5GuGTQAuqShne03jOMg9OgxqCSiqO9evxs0kyjXHn5OEd/EsIG7DoFWGZ+II3jeAHAzHc0RGtnr08n2RF42DCcotaW6P+Z4hAH1KACZI1OfZQSUolv1takEpMnKDS1uROlDKACYDqgxCuKvEQsRQnTpQmqLHBBOalkBcEoAj9cmzVuAR5bghtvLoVGvoUgGpzEiiHJezKiV06NCV8YnXaMkziDpgeh12COL2LZXHLkJvetObmudf97rXYcOGDQvmN8awLDNtvmNLOGNAiluDHEAKS3HnTxM0F1OKVhS2uPT2DbJKXPOrXiN21vNHo5ezDEpRR/svea6Pefj2ONDBMSyWCwUeXLVPykE95VbX1JCqbbdSGFEsz3IpsHPicnrmwm/afJ+2HWXFiLfTdlm8HrqmSbGf5kUDDIfqqWROddp2s8icmtcZWChrBQsxhoUi3yDQrKX57TopdlaSiMVWBiS4pflpsUvz+5vJwazsEnLL85fdAbM+r5fmz+4TsghBeAB2jRQqwCzvE2TjaqyFs3CFWEgKoJqUPpukqVskjmWXDRULIGI3kLdE+UdVXuvEcSw6khDyYnVT9NhK27CNpmJZgcmxQxCv7bOEXzvaf9ei//N//g/e/e53L7jcCFiWmagvK1lKoJvRkPI3u3z8YxuVbNw1GY3RHF5rtVxCPPBIudT648qrjiDzUx6J/09AtTS/G4eoStevKmtfHnktSEmi+Mjmt0G1EZCIJA2tbsFICiejSC2QQfXpoXxp6HqUKaQtaHLpkk/woBv3Ut2MCLLYepda19Ng/lgnYnmE/NxmlrFqpP4V64x7dljIFB71cleJQY4BQAR9V4hBDIOWuZfmV0Cj047FrlPY9gQFNCK3tfzoLCAXnGqCWTkoNz9HqSzR3ks7dDE5BiBJeZEBIUW+KYMsBkEpLiynN0R3eO5y3xEwpezu0r2FdGl/dihl+fX1Z4CY4JWHBS0WmqbiUk7SI2W9X8rtm2S7C5ofaSPttHTmmWdi9913X3C50SW0jERE2LJpa0lA3Rl5NNGfGWx1zE85Y+pK/ApqAJIrKdmTLVw4RQQjhfS85WvdO5G3iXnR2AyjvQRQMGtbd1EWYpLnmJegZKM8WrRc015KUTwMBdW2pjpXH/v5j2oC7QvS5nE6QeVmMz5X5wJkOW3bmcIP4XxMh9tnZYKpu3qA6geqmYeaZWiB+U26egwVrcmjYvqinrZsy5pKjfuH77R6HBXg5FunChKAuHzmuzQ/WzgQAU2pivgdKCCK3+scz6FL6ecAWJJ2qgWFd0nOAIXb1FyaP7iU4t49vvkKrJIs9MbuJGCVnYmEAmCoTKVGjneZlrIT5HV8fH77mVBmKxHpYoBQ8KL5dHPvScnPFhcFUAkTQGKRCOzG2oqUdsNKpvjNuFgeuwo97WlPc2kiwk9+8hN8+9vfxnHHHbdgfiNgWUb63Pu+gunWqYzC5DYphNe4hahYWzTGhU23ZdSKK9VWsSvCCaqZfT0pJZ3pY8u4WT9FG84Vw1IGZj8bBFqv0U4VyHFk5OUYlgIcWuBENGOCn4kUAYKxJMUA03gsYRlFUdYbMwbenDeCC+6Cxu3QvvF5PWgyac5D4e8sIvJ5mmCGankSmv1ieSYpHupwygwKHXmecCoL2RlQJPe1AAO9x6oAo5slWksSgxoulzSGpe4X7U9bDuAVblWmJAcWxHhAk5CQ41KCIrePcinDVh8qC7wBhK7rDc8yUwfcBp6+bEFRmVnFYAJmb6ACjljlsyw9eF2VsrcQ50mA3RxR3ECU4156dJiA9xbq5TW2AAbgGUEahMtrsWSZIKAomf7gBeIAZIsKx7GAQ3rLuLfxHUg/9eL6Pq4gGoNuF0b77ruvS3ddh8MPPxwnnHACHve4xy2Y3whYlpE++Pf/0TjLcf3QXT6LIndL87uVcMtgXsBKHnAsUCkkEZmADJVxaf4qP5dJWpRrYblglVTxmzuri17TWT9cr/lbRvGsNMyoLhhHQVJCCxgYa0kyF2y7nVIMPW90qGQLx9b1YeuuY2cMzQUuZoEMB5IiaFJlJ+lU4x2Kx7GuRnuG0mIxavFwaVtzlCQPwmylkMI9UCJDpd2VYRBy2cX1OhxdBLXgwu/GrDzt/kIutsPUA+gzbsFGUZtioYmARndTrheXi12YFXUChwNPkYBeV5al0uC5lubvU4ZjvDR/nja8kKX5+QOAQdFULFK8w7QAkmIR5WnQVN59zq8bI3riHUL6AsDEopIKeKK8MSRKPURTpJRk9hDv4NxvfA/S3Z+/4q0sI82fTj755GXlN8awLBNtvmMLrrns2uEMVjGEQFgJpOOMgAAaN4XT2iPVkV5+A0vzt2JYrBxV3ItXS/Y8kwVQFMCJWExICyXo+ag3HRApsrmp0hyvIt3jpUumGxzfojxbytjeB2lbbHfjlsTqU7hm8w7hFYRbpPdixrn4txy7WJ9ZfBDyRB4WLTXyx1sU+UtXVvLazuIl9pN9KtoN4zsoWKeoVMPObl7Y9z6+xAaL5qqpmnLswQZbKEJ98PEsPSX7iMt7m6go88SArMS0SN8xGCiOljIlLgfRwrTVL80/cSvbshxAT53KhJTBhXSfWdo/xaX5kddy4TZRBgv8bWRX0uXnqrftLn2rMvpHQvqG+7NYWjheL1lZCNhGUwEr+dJtwPRqrGjioNml/nZxuuGGG3Df+953weVGwLJM1E+HotzzC5o6s7YK8ZoGduhOkle+AEk3Lauocg2V0aR3I2Ajv9YII0MlcghiFK1krTYSjCuFuDLdG8lq8KhkrRwOFdRNqGcRlUGxUqLW/aX8WmBEgSJV1yxmCuw9pXBYtdM0dRBMqAhk02S6dkY7lp6u+76SYUZ5dz0wcY8dgHrVWigoSgpn+LqB2abvtZN5rRYkVxI8MweAzNCJK9n6mUbk3S2wgIabZGZ7wP96SujLLEDuUgtaJl2f4zZA8LOAdLfnDBAMIIKRsyzNz1ajfInfhIkBIQk5HoT7sATiMjCTql1UTA7gLWe1X2wQrgFM0H5FGg7C5b4WCzOAZNZqsB9LAnr6G7GSyX43LuW3q9B//ud/4gEPeAD22GMPdF0nv/322w9XXnmlpOdLo0tomajvzVPoYkNMwCBBXTbsbnFWDv1W4Vc86ejXqJXUQcwDN9cva7b4gd/J13DxSF386wJfmIXfAHUp6BgceMB/xYsGIncui5PPsbwqNwmvppuIZZBEOUqhX2xdLLuIZmJYArBonXP1h6a5zk7hXEg3P7Yo5It5RBkx3nBIbqAual9vnYv5uY5Z6Qh6WCn2VJYIsQGwqnT5i51DoijVoKbambnh8uG4jdhPEjArSpr3INZ9bgi6mSHktQjrsrB6ty4n09z8S/7W9TmGBQmY9gkpTTEpr2VcUyX3TR4LiLILReXsdXuwcl94c0SxwMj7RCCa5HotgBEw1ksgcCI4t1FPHfrUI1EvC+LJ7CeBZrkfZU95vmfgdvnZjwK+OE6HyswhqKscKI4zyrKPtPPQn//5n+Pxj388Hve4x2Ey0Xt766234uijj8bHP/7xBfEbAcuyU61hRKnYANqmO8ZoDVaCCWqZaYIWeODBIznMXxnLgqZzSlgBhuyoXCw2snePVGDq5IEyxq9IfSxLqJCVIpIJ9I35DK9WH6E+VECS6hk95cDP4GnUAZOnBT7KeQcCB26N5BsAE1U3xSpTLcIQgLJtbAKsRroZw9LoDwGzA2k/ZytpwzkflWinEvekaVuJ4Wceadm4EPb2kxTpOlaoQ4CmxImApI/kdpgHpERSAA2gkLOVvYBsHTBBudKWYkFNCZS3AMztQMK2EoOSg1UZ5jAw6OWY+4i/ciSmBAnAVGQiWDl0Ybj8kWTdULo0P2RzRAU9/FdK0/IuzV9gad6egHKwLQffrhLHlXujViYxOl0qj12ErrjiCvzN3/wN1qxZ485fd11eKPC3f/u3F8RvdAktE51zxvdNinRkJR24szJR4MEunyowouSpYljKGi9qW/T5K0DD8R98zBWkgXIMUJzN0mpCPqPlqFmnzgCRuBUyx66d5ViFcmpQutNLVB2noYv21yQy/aT1DVlAbLhRpdNbx/G2tOSJ51pp1OW8e20u4JGafGUmV1Wv5k8z5Bq4hSY/hWboQm7exWMYsKuDGFCU56JhjkqQxxZu+XioawZQ6wkfqwK2FhOCKSKK28AhUfrqYuJZfUNuJZ7ADIitgjhEVmvVYaCXbxsN8mUZU6lPy5NR9myB4cXkHIBJDGMSpmVzRBBbhKalX3qJ9eEPB4ZU/NhbF09efA7VllIMXDLzHISbW27/5t8ExarEXDd9sbrHK4mWumjccswy2pHooIMOwh577FGdn0wmOPTQQxfMbwQsy0B93+PEP4vR0GUEShDgIY9pBB9MIR5FAA3ni85/F2RbeBqg4KgRwyJgyWnhpCNTyZpEeZUB27VDh3cLipIpb+snw0c7MIAF04XMJ8VrIKNwXUM9iKIgmuFjFVo+kSowEgfjFOtrgaGWXDEd5WE5W3K3utiWawCtmWmKaWpfn1lnSRqZaYgf4MCPvT3WIoJyzP3krCWAuJEU2KgylSXWSsfHZRlbMSx8LADDgQ0ydXIjU34vi3AmVwYQPcABsAweLM+8t5CCDzEScfxJYgBSVsYtcsZ4FN0uoAAYFHcOSiwNjx2Zk5l23Lt+ZDAyxSqzwm2+oDtK23eALU8WvECsLuI9Lvn7Ijsv8scWti4lTFIn92hagm8BgG4/GUR3YKSdg370ox/hHve4R3X+p3/6p/GjH/1owfxGwLIMdP7Xfogbf3xzOMsjswUHMEAgD35+WA3awSqKIQuKBNlynSF/SlosRH05AGU0ZXKgIjkxQH4dCm89MGrC1O+W0peRziOBZPrGfni3pzoXsNZS9KYPKRTlvMmeM+XkdrWARuO8AxehvjnBgy86j5M1rxTSs+um4eutOt0zMXeaqmc5sC5WN731Chji0vz2GsAWBj42IMaCHTAW9/deQIU8y/rX1lkDGpM7hdVyB6YxqwsoX+Wl9K1yZ1dlZxZ1E4BkfJUMYPKMIJYzwc4olFk9ya9sm60vOtHZAp8kMSxl5pSAnk5AD0HBhg/C5XaX9rl22SDceml+mdFFPXoGdSCZpaT9uBl0x+ewoomW+NvF6HOf+xwe85jH4G53uxv2228/PP7xj8fXvva1RfEaAcsy0MXfvqxxljUpu33gwIS4ewpw8Z+qnC8oVad0wpPf+tI3JmufEf7Fsa6hChTp3kMowRZtxVQGJ2fdYG2kb6tXsqRFRRtYkGIAH0xBdl3F2p0ibyhQ/jAPIMtbnxAAkPKtQADCuUqGgXImHWVM4WS8HXK9akPIZPOYvo3lE58YAmqDdTTSzVYZIcyUTjJTenVaq+/MVKKi7bL4nM26f3Jmb4nRkCqzBxA8/NbbXYA1Gj8ifYx5fgwx31YdRj0nOF5yNbElBGAXUG4vA5ACNyipNURmJvG0ZJTZRYIAc6xJkYnLF3FlKjSXUeuIBTAaqwKTXyZNE4OjAmTMveKZQ9ZlBJSYpfhQIxXgUmvvBABbv1WdXyk0uoQWRp///OfxlKc8BQ984ANx/PHHY+PGjTjyyCPxlKc8BZ/4xCcWzG8ELMtA112dp+JVsR9OIRsw0PegvkcVv2LyuviVSDHmRQs28pb/ouspysR8GQiIbMlYHqwGzGkFKKQ87FdTBF2Q0bkth1PoQe4ABoYBidXIfK4WgWwdFO+faU4U39xWe74NJsK5NMe5WA6NfFzlrHFvACjZrgVCugVswyMSZag8jUHuuIotW0Ba2FgeNAtqLNQQkGOeFYanBsT05V76R99aaWiGxcQDXdk8MClYyLIwiFLLUXQBCX9osK+ChmJB0flHpQ291M0AonP9qA+aABgGQsRjjgEwpo0K2UqdxICKZJdmcY2Z4HcLuuz6N4C6gewo0MMCGA54zjOB7OcOe5/dOSTQ9CdYsUTL9NtF6Pjjj8df//Vf413vehd+93d/F13X4ZWvfCXe9ra34fjjj18wvxGwLAO5Ac5pgFT+lVfSxqSYXPzVZUdxIspL+9eMjZYIWph6w3Agv5mp5AETici+TGyhVXJkYlh8nbUuTQpwYoyJBPqGNzmCE6cszUgZz88AGRU5pa5lnZINzZgTgBRWQfPV8kQAQUFMvj0U0lWbYsEFEGv1FvhhmWKd4ZbXMS6KhiqjYAEjLRdPTpNYFVoxLCnef6jSk9ktBqUqGDC7MVPYjbn817SYSLwIP4OFhwEMfPN1N2UFSWr98HsLZReQdhqPAbqmCsrmiMqj3hxRhJe25tVpDYApM5sS1ysAiqS/8lwhXRMGxIvJqduK62HQxY8Bv/4cw9KVLlKAZmJeSms78zGWJcwxPaswMb0x0s5A5557Ln7v936vOv+rv/qruPDCCxfMbwQsy0A6kyf/V4aoAg44Aj4PPPVHpQ3IZQCgWpM0owcpTed/knI2v8SHqLO+oaMUnEQZByBW5mEzR4DDMSyWiyg0r/nqheGgH9tOIAY9QZSo+SG3Q3mWSxUIKrltDEsdOxPkiGADaChuzI8GwMxc+VNIN/nNPjl8OZqWWtcdGDHpIcug4cVgvPUYu+4oN9FvmhhdPlD8aqOky0NFgNxs7+7hF6wGNGKxoQHgpFDI1JeVeR/q8Tx7ExtiV4zVeJJqYbkKEPG715sZQaTPuLTVAiuOSSnS2TKlkN3RmYci7n/dARouEN0+rjwE2RiWJPlI8vV2ZV5ky8sqTCCbvjYsnSuH4hfKYn+7Bu22227NheEuvfRSHHTQQQvmNwKWZSDqe5NA+UIhO0rlMcYO5NEVU8WwpPrRHnIhMb9gQeH81Crg/ziZVBHHNpDIxRpC22RBmy3v0749pqix6LjpuuaLTwqxCye2ygESnXniMlUgKABBw8eRPRcBRiNfCukhijLGwN9ZMSwao5lcmea4aGNYTJ7hGBbNbOtsXa/Srr2p0V1F1ff8JKVmP9lA3t4gyPxI1i4f4RxcPrV7xj8bDGhi/Io8SeRjWDTmxFhhWJlLHbEP2KWiU5KnxQLCze7MyrIykwiqwy3QkviS8n7ySi9s5ehkGnQGQRaM8GwgCqBH6ySVV2Tn/MYNVOrid5FETn1RupRK/iJHuZoI6NBhFSbYLa0q97iE4KahVcNXANEy/XYR+vmf/3l897vflfR0OsUHPvABPO95z8NRRx21YH4jYFkG+tZnz6tPioKHvN15kORRsoAJq4yTyTsEwi1o8WgDZvRuCGPrUG3oclveGs3oY1ichk0W3VT1paJIrJLU1ipAqeJX5KXmA3apoQYksQskria5824hOAaQfKIBgGxTUt00qc4qaQcmnExenKWcc90d5ZqZDm2s+mC4PIV0BFgOuwTgVO3EbMt2xsVjy8XZMqzu5PFUxGYtGPx08ZRg3dOmXBOgYawFFtCU1gabIFxQLhlQw0Gv0r1ZQAVNHiRx3flM2fiPJuAgzD7wg0xjjtsFqFwCrliu8rHEC77ZmJTOPJgWkPRlrCIAHabGmqKBtdpmhVhqffK3z8aw9GZ847VXeJkEhi9TmpaVcItreMsFIFrBoGWkedNznvMcfP/7ukbZli1b8IpXvALPfvaz8dd//dcL5rfglW43b96Ms88+G2vXrsXtt9+Oe9/73nj4wx++qI2Mdga66NuX4eqLrgHMHhlFx5Zl9/Xrwq72CSKzfH4yozl/ESW55KjKGyvlYy2cXOyI1X5kKsjy6aqzVhN5jUlisiaY0TP/ZwR2i5JxvtgeHiw7zcvKicXgFSXciG2VuQMkvu0qW103gyAyopGpinXjnO6h0MTquFU/K45wTvSxxY2xvorm88lmmM6HqgVoTJo0ba0NAMqyp4IqfX8KqCP3uFRrrxjlXse0RJlY0SbhKUZGSiD04JWbBYhQazdmEotB0ypDKC6LPtzGvIosv9KUzDRmyrJTab+CpLCqbWKLBseV5PM9JQmpza+mxrDkKcm1JadHkm0KepLVaQp4NBYcPk8JlAg9OkyoL8v0E3gR9daiehoBg7Jir967DnkNpvgNIo8NrMtIqace6kC6Fdj8RWDPx2PFUQT2i+Wxi9Af//Efy/Fhhx2GDRs2YM8991w0v3kDlv/+7//GW97yFnzqU5/C1q1bsXr1auy111646aabsHnzZhx22GF43vOehxe84AXYe++9Fy3Qjkb/eVJjzYBUBjd51akMzvU6JQxeygeVAQh55BVIEGNYAKPNABkOupA3uoiEY/IjhoAAgVemWBkBGwCHB1szujteCggMoJI0BCQlWw93QUrtGBYRTLtKylgqepAVRgVGgJp/BED2vK0X8FYb/hNuR5PMtUSmr1ttafFotGNuGsg5JGc8TymAllK7ASby6KZyzcg5KBWVsp0+YmAWjq+PJ9F9fvQRZ0XObWUQ4t8SlYYCoCEiuac9+RVxUdxMzFeOQdovSc7kX8rAaCL1Ud7jh4A+JUzMfkK8JoryyzX3BY5NytL8ef+j3BeylgoA3b/ZNJYBDIo1g1Daa/qHbxl0AbqU+rx8fkoCuoAQw2Juai8AqQAhBiSpgCcBchxM3MvS/T7+T9O08X1IKxKwtAaHRfDYRWkpYAWYp0vot3/7t/GMZzwDhx56KD73uc/htttuw4033oirr74at99+Oy655BK8+tWvxhlnnIH73//++PznP78koXYkuvAbF9cny9cVyRom5fuuCmS0K1KaawwcLMCx8SSclryoAY0E2RZTuHHxuDqcQEm/8m0dpU1WPNZEZEGK5CtMGu2tXtVk5KpiWCBfNF4m0nNWV9jjokwdLwtGzKBeqdTWVxS5P9X5WDYNXY8Uqq9iWAAnfzJl3Ho1A8DLMTaPh2DWFMonnz/WORd/12ajwOEu6bNCBchrn7NQScEKMtAQKwZ5VwNbM/gY8BsmVtYSE3tS3/ro9tE67EboxMqZu2IghsV2SXa/6E480+ACYheOrouiYIK55tdK4YldnA4gV944zKCziDo9SyhSMfAjcQWVocDsJg0JSUvJBgtXr6ppE7ujshtIZCn9mt1BfT0uAsC2i+pzI+1wNJlM3C7N8bdQmpeF5clPfjI++tGPYrfddmteP+yww3DYYYfh6KOPxoUXXoif/GQFz6NfZlp/w231yaI9E+PB8jXhrB0Aj1JaSN5+nQYNMWeH/M7aYoaMvlEP5+es1m3jBTJmglJX+frVJfXNX8sgf0Y5TZ2KuVm2xYtKtiGPE8iAmQTBfUU6w9eybFplLOAx5xjlEKSfK+tF0WniNiJzDLiPJUnbdqbwi+cw41zoDpi6K0vMXGnTVJuHuFEzeLg6G/xTbIeROrp7IhCrY1j4frB1JGfoQObxN4CH63BCNTZMLKYsNv50XT3rBxHQlKoELCG7agVfEUDFSsLuoFRQVlxMzgIafnrz6rJZ5klSF06X2NVipjFL+CvfrwwksoXTbm4IIPXiVpLdmcv7wigwx68Asmsyx7CYOjmGJZUblNtMZSdpdQdxHqt++FGRfilvVJcm5jmyIb7xwV+Zy/Pbb8al8NhV6D/+4z9ceuvWrTj//PNxyimn4Ljjjlswv3kBluc///nzZnj44Yfj8MMPX7AgOyr1dk8ga950X6gaGe9G/IIwZcVbGSbZx8++XgoABTAVmb982gIbwR1GPgYj5M/BjD42hiXkcTElThQrR/IgJw5IzKOM/NRpv4mSAURRSH0JatUxvyqGxcoXuodJ3DFFiVQACIE3522BDYR8LeWO+tygW8neWluuSfMYAWMfcHqoj6x5o1WHsWAwIEiAbt1rHxnoM5jKf/lPeZaCi8feBed+qcARgZ+OrtVBEjNWt8G6fOQ1YLABH+Sa3TX8nvqtKcQKw48yjKImQkq9eNNSZwJ9wfsKWWuQWnUYrOWZUhwHo8AnAxHd3DB3fXlgqMOk+Jc5MDiX781MpBJQa2JYOvQ55JZ6rEoMYAzogpVT+85+p3B8iu1xBi1AByLeDDGZe5b5dRKSm6BhuyuM+CYvlccuQq3dmJ/+9Kfj8MMPx2mnneZiXOZDS5oltGHDBqxfv979djkSBWmgtx1YLSJ3bpycSWJYrMvHjHxk8laAhcIv8HaftFy/2LhDOww4STY/4BewC9dkELPgxIIUqbKul2N7Ivax/HRBPXMhtnloECH48AKEYwc+kjvXstJYviy6q3+eA5H9wkpGRserEtYkG22aR62zT8/FLPrdW2kBPYxW8rEA0KH+IeQtqvjYPiPySpCkgThtWav0Qbp6rFWpI0eWSrfnSh3VLKOk7hYGGfqY21lG2nRZ00TqA4h6da24jQk9v1xvifkwK+zyYnLKI4O9rgTyclAvgLKsvtnU0AAY7h/ZEFEAO0+5znJbtxUwvLIt315e/TfLYYNrOagY4LVkepEjZbDC8Su7kkbfRemRj3wkPvvZzy643IIBy+WXX44nP/nJuPvd747Vq1dj3333xb777ot73OMe2HfffRcswA5PTauHfmFZ7UZO8UKAiozzgFGiYXl+It3hmdMhfwVqymg/M4alAYKaw4VVstxuARTlrDSXPEiBnq+Ag224jWEx8tegT/k6QOIUObWBR3VOKxwEIKEZTv7YWSRVD1J0oVh55ophkb+2nxjxxc6151LIMwOsxfypya8hY2y0wS0+trIlKN/q8lzBA5fIPAIKG8PC8SVScjCGBQI2bD0KaDpV9OBl6eVRdu9ua60X2b2YFXU+K/z74hJifuz2iXv7WDCR225iWJAAuxBb8uXZmsL/98mANPOu59e5bAVQ+szHzMDckxLom3RlWyb36hCDO7sZYoFqdjwioEvdvAH/diUOul3qbxem22+/HW9961sXtXDcgqc1/9Ef/RGICCeffDLWrFlTK7xdjSgmEo8+yNNfcv/orCGbnbz2MiN/gg7CYvVweZP+eCDgkaJLDd4KCFwMS8wnbSrnCe0YFpZftJaDXfl7qtjCEzSuxC0KV1Wa/GHomhjDAuZrM7ViWCiMEaVbdfaSkcfWod2vuSKvKKNtp5MryDRDwVs5yBy7dgSxq/R88thGDVynuconfwquT9GOYWFFnuAsIOIOIvNoA6Ku6xiW6FJSARUiwIFnjmGJmyXaWT/NoFx5tZPc51QuEIqLCdZ9A41bgZlxlCBtoZSKC4aQF31LZZl6O12YgU/vAAy3H4nQY4KuxLBkOafSV8nFsJB7TSWwGPrh1LnA3x6d+/BQ+QRkJeNFhllILpUl9ymhT7yTdI5hSYDZmDHfXTuteWh71ZVAlUV0kTx2FbrnPe/pgqqJCOvXr8dP/dRP4QMf+MCC+S0YsHz3u9/Fd77zHTzgAQ9YcGU7J4Wnj4qGZ5Ahiid/+kkgLmgghiVf4+EzWfDQqrtHHiWsI3kohgXheiuGJRltMSuGxVlyyt8Qw+Ltx2k4Lyviwl/klSwGRST4GBZw/5q2lZPNDxnFYe0YlgaoGAQfpn5gHmCica6KYYkyexzYphhvMm+gEs45HiRdTq06TKOo/B8wg7ABfJ+DlXrpfwcMGLRAy9UxLJxWcBEDvvmh4PubgnC8aBk/dvJk8yvQCspFQgoxLLmNST+ebZf2ZRpzedWcS6nU3RGQOg7czRZPF8MCIAfUKg8GQLKWi7kDedG4CToTwwL0Zi0Y3Z05hwDlBmfLT48cCDyVqdMWdEnci/QfqhgWO7PRAhsqdfTUY5K64gZK0JiVnKfThaCwIolQDfmL4rGL0Fve8hYHWLquw3777YdHPepRuMc97rFgfgsGLL/0S7+Eq666agQshepnL8lALzlkzYquDNCQ0TePo8EtxEdlEEwWQAwJYUeJmJ+vV9rDip1kDRdel0JjWDA4wykP8hbcQI9ZCQOIFhjhgaTrsFhwAgSepq3x035AqYvhwItjMoQ6zPk5Y1ikXYHxnODCgiQvo+NvuiCyp3gc62yl7WedaZtYjObkERrKmt2mwcCjHJeHXawjcr1B3A+MTc395ueHH2ELYkQ0OfYuH7vSrqkmg1NzLyyUAdpBubKrT/JBuX63Z62HHSwT5gkgUS/PeoceXdeYhuwe3KzoUSwovIItDysSuAt1IbFWzUAqW3EmMosogcQCY+JeGLCDJIZlknqpTwGJWlS0nfos9kTFMpTHkY7MVh7ghfEIvMBegndL66faLqTVd2J61rOetaz8FgxY3v3ud+MFL3gBfvzjH+MXfuEXqqnOD3nIQ5ZNuB2BvEtMAQLxF6pcT34gBjJQScmWVGXSJWN5AcQ537EJuWSuZvUkxx9Iar2wVhxbRvIXmcyqs7ZNDiNIDIsRnpRRjkXgIYlFJgVDtq22HgYL0pH5ZFMxQxWu1CHghGr5LP+G3JWFRBrru8FdimDJydCgFEBIAEeszKLM7q8tJ0zJtym20eaxPGwjB/JLWwb4p3jNyU0OpOsUVgu7bL5U5Mr3Pll5TI/aact9z0DFYnILaKzLx8eb2BgWlUQlzDN9iqUDGoCqz3OWs+vMTCeYacy2bYUHLyaX42J0WnS26tiNBhWAJJGLQNShTz26witRtqBYi0hXAFECvz2pBLkmJJqADOhh2dR9xP3H7qIOlHpnLSlDlLpIwjCiriHCpDiEEpIcURn7Msjpy1DWSf+uWFqOGJRdKIbl7/7u77Blyxb87d/+LQDg9NNPx9vf/nYcfPDBeP3rX79gK8uCAcv111+Pyy67DMccc4ycy2bM/GJPp7vWHhA+MJBHWP4kS/L2NmN9rMWDv/R55Cfz6sYYFueyScorj6rzj2Gx9WtGtWIwmBKlauXk8iyTV0BJwJjR4E45x/4IqMAq9cKelaYAEgZjRvQmSKEwRpD5E+R2gMN0j83lbnnyhwuOYWmNXaYyvhVc8WLcTnOnafA6NfM30vY4Wj+SKRZATkqRiQIV7ffZMSyJ3ZgyFVbsJBnQFLYW1PjVcmnYYmLbmpI8E9Zqp3Xk+I9qGjPqoFyOYellU4EcwyExInKvzXL+AzEsvA4LFfmorMOiU5k1hqWT+81uHQZjJGW5x3lfIXtzWzEsCRCQlPgWpswzxrAkXuE2xLDk284AeQUrdB5jl8pjF6EPfvCDOOGEEwAAN954I57+9Kfjmc98Js466yz8yZ/8yYLjWBYMWP7v//2/ePjDH44PfvCDY9AtzODBxDEsMAMev4zgl7GU6TpvRZHypaB8EAfwoZn9QnHZyV0EUy0xGMPSOhdjWHSqA3iGDs/kAAyQkAbzsQVI5qJTknquFcOiAa5mZLSAhOuz7XMxLOHTz7AS/iLaHDEss8BGaNpCwITUb0GaravRhOrcvGJYqJYnhTwNnvK0zhHD4qYP21sbQF87hsWLw8CCy80nhiUJIytHEv4RYBB4ifgsI7uAYMCGPnK6Bkl7qnT5peS6sRXDwqBFYlgAsWwU/6+ADbX0qHWD3WpuGjODtpKbLSL6AGsMi1hRUp8XuaME3hPEBuGiWD3sbCcbw1Luonyz5P4EVqU4lZnBV47f6ylDtEmyESyF344QwzLSguiKK67Agx70IADApz/9adz//vfHu9/9bpx77rl44hOfuGB+CwYsa9euxSc/+Un87M/+7IIr2xmpBsupgARBKmYg5RiWlF078hlptSj0Lw+0LXePE4La18WSwnyj9gh5y2jqYlj6YimRGBajiSqAY/hwHh7q5xvDYvNZwON4GjlsfyGc4q84q3gr4JE8/3K+6eqaBTYi7yEiL8eiYlhC06t6W+mq3Vr/csSw5IBR2xH67M8nhiUGwIpXUvorxpNo3faRy49ijGGxcSzePWNjZszTqrN+kq0z7P3DXTkQw5IBDK+IWMewJLYIUQekqVpQrJkilXGDLSgoAMaAebFyJOtC0hiWHp3MIsoz93QWUYxhAWWgP8UEQLaWp7K5I/evTpWGtAvIbi6OYSGkYtnhiQP+RbUfcDtUDAuj06Xy2EVor732wqZNmwAAn//85/GEJzwBAPDTP/3T2LBhw4L5LXgdlt/8zd/Ed7/73QVXtLNSFcPCg2yvizvxi+owBRHQ9zKdUMEEBABUewnZVXV1aoMBDA1AwDJYRZ9COcmPsvdQVJFwL1mCliXLQz6nvCc6mWtOQjfKKzLxMSwkf1qUTLeFxtfAg680tYtpIplf5Br7YQDMDGKXeJuCjIn/szLGv7acMG2Uif07BMxs5Y381S0K/PlRaoOeGMPSaAiy4iLiI/0yt/lsmoRzfi14XQ+SZ8UDGrswmwUbsNYT4V2eQ5g1S+RXXpMe4HWWEpm9fwqYssG+GvmSedvVVfoiq5ObSgxK8jEs+i76dVh4DGFQqIvb1SvhEhKmNMkcKbl+zHsZGelIaxePM+X8BJYRVWiUrBZV8jLIYZtKbjdpX1KPHjqteUUTLdNvF6Ff/dVfxate9Sq8853vxEc+8hH8zu/8DgDg0ksvxcEHH7xgfgu2sDzlKU/By172Mpx//vl48IMfXAXdtpbi3ZmpimFhxFI+D1NZi8XtSpoCAwc4GPHwl2XY4Zn/RpBipzwkw9eWlU9RU0b4CvphhCP52aTueZg67bQBHloXGMPi5kmVwxgi45pXMlXxa9ZlpMzbMSwtxGHEbcawmGNbjLtrWWNYWEbzWA3GsLTOzTtNM6/Pe+0XeYQ8WKjBmFmTpMqr4EH7uqi58IzxO7L0GJYZFhOWtaCuGPalShdYSAyLojgqNg6COEcSx5PkGmwMi1pDCqAIMSw8q6eOYYFCpSqGJcFabbK81vqi/3EMC78flHQBuRiE24MwYVBU0qtMDAu/xxzD0peds3cI4DLSvOhf/uVf8MxnPhOveMUr8OIXvxiPfvSjAQB33HEH/uqv/mrB/BYMWF7wghcAAI4//vjq2q4YdFu9WjIQASkVczDpN1bSEVOBjJpdXHkHHGDO28pcDAvUZmbAhQz84noKYMZOr4kxLJWLJ8SwwHz5OoVsylqA4pSkBwlVDItkJ8OrEcNi2K7IGJbWOYsRDCihVrnGba9Ab4O3T1P7egQbluestEFVrP5a8rVjWNCMYdHXoh3DAslLcnxnxrDYoNx5xbBgHjEs8kqYmUqstFmFUyobDNYxLGyxYBfVrBgWASOki9khxLCkecSwWJk11oYXhoPMNNLNEO3Kttw3uY0cw9IlG8HCHa1lGiPryqBxltCC6JBDDsGZZ55ZnX/yk5+8KH4LBiy9XR5+JHjnR33V/+3qmBQLIOxoWsavZEduCzRax0PvgRtFQ13M2wGcHSyGJZB0Iel0aFFlSe+GkzcAkmWNYXH970FJimlotwB6q1zbbN5WvY32DKUXHcMCn16WGJZSjMNFO5u+k2NY+LmwMSwAuQl3c8awmLYR0I5h6XsDoHQp/C71mJgYllQ+dFoxLDDWEI79SahjWCSIF4CsaB1iWBj05IXkktQ5xQSgaX53SgwLwa4FSS6eQKZqE+RDIYOdzsSwaN/IPYdan3kxP5j7sNJILEhL5LGr0Nq1a2deP+SQQ0BEuPLKK3HIIYfMyW9Jmx+OZL8IcgoAfwqFOJbkMcU8Y1hg83Me+evzVxaYBcew0MqIYVGBtA0DL/lcMSyVsq7qZdlME8n8ItfYDwNgZgi7IN6mlozxXPxbjmfGsCCmU/P6omNYTFqUdRP0zD+GJZrOvOHozo1hseIvNIYFdBfEsCS2wiBbUIxM3BNzxbBw/lYMSwYwIYbFwp/SgClpv/N3TCuGRWFHHcOSp2/rPdyhYli2E5144ok49NBDseeee+KII47AN7/5zcG8733ve8H70PFvzz33dHmICMcddxwOOOAA7LXXXjjyyCNxySWXLLvchx12GO573/tWPz4P5KVS+HguWrCFBQC+9a1v4Utf+hKuu+66yuLypje9aTEsd1iiVkqsIhDgYb0+Xlnypw5rsjwAiZLudDVcXsq/ctnw9Z6QtwUwfJmce8eUEXnDpybkE0w+zJouovwBGLQaFh/DYvpnl4phoXDMh/bW2HZEoNQ6N+80zbx+18WwkGYiAJ2dS7JyY1i0Dh/DwnscOZBUAI2iuOEYlh5mOX8UQAGBUvOKYelMDEt2A3GfczzKwmJYACp1QPMLf4gFIr8nOUNfmtqDMIFOJrCPNmgHiWEZ+JBZMI8F0Ic+9CEce+yxOOmkk3DEEUfgzW9+M574xCfioosuwn777dcss88+++Ciiy6SdFx+5B//8R/x1re+Fe973/tw3/veF3/zN3+DJz7xibjwwgsrcLMUOvfcc+fMc6973QvnnXfevPgtGLCccMIJePWrX40HPOAB1Tosu+KaLLXp0ijdYg7nL5n8pSQjpoAZh2Z4IIvxJi0LCsjHsLCmBRy4ECW72BgWl+9OjmFJyQ1k3G/KayeNYUE7XQHc1rmdMoZFFfyOGsOSLY2Lj2GZiKvEx7Dw6zefGJYeqXw8cP/OL4ZFVuqGkTlRsaZkueYbw5LbwOCIQNQjNdZhyfXtOjpk/fr1Lr3HHntgjz32qPK96U1vwnOf+1xZrPWkk07Cf/3Xf+Hkk0/GX/7lXzZ5p5Sw//77N68REd785jfj1a9+NZ761KcCAE499VSsWbMGH//4x/EHf/AHS2mWo6GV79kNBOT9hea7Qv6CActb3vIWnHzyyXj2s5+90KI7JTVdFebzS9ZKABBjWASstGJYOgYbSXluzxgWAS6xTnJlKwsMD/UrKIbFZXSgSs/v8DEsMV2129Qfrzd51GBg2ddh4WIEcVYn3DUxLPpKZL53VQwLSN0/841h6ZYcw9LPGcPSo8OUQQvHsNBdGcOyMkmGqCXyAFBN633Na16D1772te7cli1b8J3vfAevetWr5FzXdTjyyCNx1llnDdaxYcMGHHLIIej7Hr/4i7+IE044QRZwu/zyy7Fu3ToceeSRkn/16tU44ogjcNZZZy0rYAGAa665BmvXrsWWLVvk3E033YSnP/3p+OIXv4iUEh772MfOi9eCAUvXdfiVX/mVhRbbaalpVLKWDNaWSD4vla+YsoBcsqDDAhrLkyu0oKPT/JUwDBjsSA8ZceoyHC+y4L2ETB62iVjLm4hPCob4QrIJw4aPymDXVMxQhRvUaU61wAgaCprMeS9AXTb2Q8Rh5pY3xzWjHIXJEKAIt6AJqoQp1WVi/8ZgA5GjSDuQX9oywD/Fa7YdDBDKc9LeS0intqo/gYp8iZdbRN7+I5cqT1kGNGUvIQYXQE7zrbFWmgg2htZhYQn5/hIYBhTw0bPFJD+jrb2EtKuG9xJiJd1T0j18yrAQ9xKSicBuFhAAY4HxO0IPxbDkjQ0Z03AMS542rVabAo0ydwImiTAtf6VfzS1j6slOXCR0KVUxLMT9C9qx9hJaRrrqqquwzz77SLplXbnhhhswnU6xZs0ad37NmjX44Q9/2OT7gAc8ACeffDIe8pCH4NZbb8U//dM/4Zd/+ZdxwQUX4D73uQ/WrVsnPCJPvrZc9Hd/93d4zWteE+IiM6WU8LjHPQ5ENO/JPAsOun3Zy16GE088caHFdloKYaSQgR+Q0bKKYXHZDRBhQFE+M6k3r6+1qLRcNiWIVz9fQkXWCgJTRvIZBUKmvBWrWSfzINjGpci38PAxLBak1A+0C3A17N0gXCnJEAhcsjruZM95uV0d5ZLT8U2lbA5tO+2FuUBJQz6R0XQlxTyNMtW5OdM0eJ3mU2c8Di4ceWyhzxL3lXOvOECV5CbwO5bsNSSAOhCjVWcB0mBUID+iGiSr4LkzRZ27ZiiGBSUIlwM3pJ6EnhL68i5wlzKIciApFTAgCBCgslB/X35ISfpdLCiJsjsnsXxkFnbrJDi4J3a7MHbudYG3sA5LDnxNpX6YOvm+ESamfpa353ymGRLDondH+oHz9+V+xBgWSD7dx2jFEluhlvpDjjOxvxZgWQw9+tGPxlFHHYWHPexheOxjH4uPfexjuPe97413vOMdy8J/IXTiiSfi5JNPxg033ICbb75ZfhdffDGICDfddBNuueWWefNbsIXl5S9/OZ785Cfjfve7Hw4//PBq4biPfexjC2W5Q1Nz+h2/22kJMSzCS/PW2pLumhiWZPOtwHVYEszAZ5TWSolhsY9IOCf1k2mHravRhOpcFW8yUH8rbc81eKriCXWYRmWZDXS3t5YBoOlzYHgvoZx3vjEsJp8wsuBzaTEscpvnG8OS5rEOCxS08LFK1QHIU477pNEdS1mHxcaw5NdwvuuwoNz/3rmB8t/cwjs3hiU+9CuEImhfLI950r3udS9MJhNce+217vy11147GKMSabfddsPDH/5wXHrppQAg5a699loccMABjufDHvaw+Qs3D7ruuuvwP//n/8S+++7rzm/atAkpJaxevXpB/BZsYXnJS16CL33pS7j//e+Pn/7pn8bq1avdb1ejZgyLXNSvJB4B8uAeAAEzIfi/CahiWFoVx6DLhhxVXqdELbiwq/JSnnrdNzSu1ElSrmmBIc7aAnZ2YGTWJt8QaLKfgg3WMuRRko/9FC/ycQsMRpASB6mSdkak+Q5C5G8dz6qIvOV6uKcW+zXbNJR2lgzDowU2m+kI/GalLYJLikVnvCwSvUAA9eVn+pktcPqoexDjjY8xhsU2x0wxJp22nN1Vmqtv1hliWOSViXVYACNzfGQZfR4XeBYTAwhZydbGsACAsaBoUKwB8yJT2fPHlefp2SUXJfA6LrnZJoZFrvMy/sAUPPVawWVXAFeMYeG+0kgUEmuKvwMCrco9a8WxLBUV7By0++674xGPeATOOOMMOdf3Pc444wxZNXYumk6nOP/88wWc3Pe+98X+++/veK5fvx5nn332vHnOl4466ijstdde1fm99toLRx999IL5LdjC8r73vQ8f/ehHF71S3U5HldUDqD6fi5ZJdlQripdWVAwLiky2XUb5GEXpY1hss8tQZfiKwsI8YliSGaettQQ2r5KLYbGft6BaPr4i7bdy23ptBaFsuLQcMSxWxhTSToZwbmeOYVGlZpuuPSoKEcMxLCJGonYMi1XuRnyRkPF0YhypMSz6POdMs2JYpA8KDxvD0lPOK6B+RgyL9IizoACTecaw5JVO8joss2JYGOaAEih1IEzRU8Ik8ZYBDDQGYljAX8K5v1oxLD3l8ztcDMtyYKkFlj/22GNx9NFH45GPfCQe9ahH4c1vfjM2btwos4aOOuooHHTQQXjDG94AIK9C/z/+x//Az/7sz+KWW27BG9/4RqxduxbPec5zAGSA+NKXvhSvf/3r8XM/93MyrfnAAw+UvX6Wi04++eTm+d122w2/8Ru/sWB+CwYs97znPXG/+91vwRXtcmTAhP2CsIo/pxmoMHjgQakMip35PvGfkR5wWIeyAygIZYSbB0GaUYEHu31EiVoepk5egME0bKHrsLiO4UMrPosrCtSAMZupBVLsxyrz5z/RxGDrsBhR2oWmMUFktO10cgWZWgreUpGDzLFrRxC7CbKG8lRpGrxOzfwDaTm2YEGvW2DDx0MxLKpoDUiRR5LvFS9Mxhfa67Cwyyeuw2K/DyygSQHQiChJ3Z/RxTTfvYRy23mhNn6SO1BZOg2lfpJ77fcSEjAB3Gl7Cck3EDi6Rsu09hJi4DK0Dou4jMDrsMDsJaSPzI6wDktlEV0kj4XQM57xDFx//fU47rjjsG7dOjzsYQ/D6aefLkGzV155JbpO7V0333wznvvc52LdunXYd9998YhHPAJnnnkmDj/8cMnzile8Ahs3bsTznvc83HLLLXjMYx6D008/fVnWYLnvfe+Lc889F/e4xz2qa+eddx7e9a534YMf/CC6rsOznvWsBfFO1ArfnUGnnHIKTj/9dJxyyim4293utqDKdgRav349Vq9ejVtvvdVFcA/R797rGNx2U9wmm99iXggqgRd0S7ywG1tWUpJjGdF4yUxwjAtMHvsz+dHIBwgvcmUgQIiqvOac1O2tIpaXWFKSvZbbTCYKj4p87ks9KeAgtweSUcx8bICI1mEAAvNFnV/PBZ72fJDH8TbnPOhqHKPBt6pH5W3KZdMY4OOOaV68UJRp3Q9k8nieLo9rQyyj05K9tYfkdWBlbS03XI7dNxbEJFCxXPAXPc8SIgEZnFddKZyvqOLCrytpta70ujptAT0d8wVh0ikvLptfhV74dtB6upKvg/mLXtw0HQgTri/1AgQ69KVunto8NXlzvgn6IkNf+AMTYw3hdW9zvb3hlfNMwDLwORPDArasQOSdoATbJsJumGJS+qiDtd5A0pOka0dOEjIoAZBQZj4hFdCU5DdJHTpjc+FnScHKKnT7X4j50kLH7YUS8z/07/4O3RKVer9pE67467++02Td3rTvvvvi5JNPxtOe9jQAue/+7d/+De9+97vxve99D094whNwzDHH4Ld/+7erGNi5aMEWlre+9a247LLLsGbNGhx66KFVheecc85CWe7gNAPvmS9iniaYP9T4ZBmpie0FZRQ3Fob8BZM0b7Meal+PVp0qAjLkLUrbrcMCgGJgr6kzwazTYhS/7Rq1ZAT52GRi12GxglnQwUVjdyfUbeFLja/hqqzwTu58y5WkcivfSqahMrE8N3GIl3lEIntvaWrU2Uy3n1OxGM3FI/YgmxFsmkEN5y1WCV2HpcW3FBergVpAkGAMhyRttxYRwDyasGBFQVBy9XBrUmWUtDk4CNfWqRaKGSvjGi4MJyZi70Fe0wRsyehV+dspxe7BzRaUnnpMklqOeGyxIKtaip/yh0qPDh31+X2iBLuXkJ3GzDEslAg9EiYgTJHd1RPzPOq0Z0i7gHodlq4AkBQeUpK/uc4daR2WYPRbPI+dmI477jj8/u//Ph772MfioIMOwkc/+lHc5z73wTHHHINPfepTLtB3obRgwLLcPq47g0488US88Y1vxLp16/DQhz4U//qv/4pHPepRd05lTRBRRl3+7igjdYqjWt9rDIvw49/AXkJdp8ADPHok/7Nl0Ihhga9D3h/K+ZYWw5IPrDtIsdJyxbCoMK0Yllwz1fJZ/rbeCHgqhOC7wV1qlR0CSKGpVXtRAEpD5uqvK1fAQyxj+WQ7vAIg5mEbGfvFxrBU/BoyDoCeglv02PWO6WCxzoTZNnJslKSACPtsWUyueR2ACWkEQMPPGvMl88y2Yli4m7rO1sEWD5VbeEJjWHQGDwlI42BWtpZweS6bwV+HPuVdjxkEUVKg1yqf4VbpfZqgczEs3C8aVGxjWHr06EhXy+UYFrasgIeWeL9K3tkxLBhjWHYyetnLXob/9b/+F/7f//t/eP/734/pdIrHP/7xePzjH78ksAIsArC85jWvWVKFdzYtZt+FJdEsrWRAwfxiWKAXi9WFR4JkjpsAxc6csctzijimjtSuQ/LJYJz0lB/xtU4BGr5hOuAZDR6VbNWRSfszKMAmIGEwZjO1QAqZeqNRwFTIzXaAg0yXlGbeKTEsMU9LY7faMVdaBCM9XZWhkPbXKaHBT4/dnXR9CrGU5GPlzY+6un+yHKI8RQDlVcewMBjSb3bmzjNN9LkhfaRLWrqcA28ZbJigUsFRLA3HXsgjnZWtWGTMFGIGDxYkcR0cw5JtCj6GhRvG4Edm5YQYFmuBkZVwCWALio9hUTDE76rGsOS+yjKpFUndQHwP2zEsulcRdL2kVMBeiGFZlbpcnvgOa8C1bDtQjQ0j7Wj0cz/3c/iXf/kX/OM//iM+8YlP4D3veQ+OOOIIHH744Tj66KPxrGc9C/e+970XzHde05oXGOayXcnuu3D44YfjpJNOwt3udrfBaOU7hxRM8ABJRNqPeeQzecwLGvo6B3kN9T9B5hwmc87Nm/V4pFWHnDNfjUMAh9vSEiVqNQdyBLG4AiqykUt0nug608aEOh7HsSXTltnkA+jil7bhPV/wEUCSO45fZiVNMR3knt+rN59MoXWzAE6r4hgpaNJF3eWEbtUrbOSxlz4wU5j51ib72HmQ4108UQbjTnU3Id84qkxDtcx2ejqDE+vyYSCSXbYBRHE90B/Xl6dm9+bVsDspWzdSrrUvwzHLLDzLh0V2q5HIVAGYwq2niZNDPkyQAYnEsADycJvwWr034LgWaZHM/pE+NENaX0CYncrMefgu9ZR3qM9Wl+RXv008P2vlkgQVL/G3q9Buu+2G3/u938NnPvMZXHHFFXjGM56Bt7/97TjooIMW5a2ZF2B50IMehNNOO83tBdCiSy65BC984Qvx93//9wsWZDmI912weyTMte/C5s2bsX79evdbCM00YVbK3bg2GKwAeUCxStaMiX52zoDSsWNo0/rC+ciPMJZsDAtMfiCsw+KvyWBpwYkFKVJlq59UQ1TDVOFTrVrL6MS2eQaes7GhlrWwEq2R9GIEKbaQqXsusDFIJl/QfzWwaY3fjTYtqNJ5nK7zxWev8SyytnfP3QwVZC70ZEBMD332pK9JHl+7gmxW/sormQ4V8OPEVFBBBtC4ScjUWIfFggw+lsfcx7DII5J0aTdR8tTrdOkSw5IBSB9WlWXgghxqW+Tsi7lLeWgAsoCQUr6nHHUzRVe6k9edIdOPPoYlX4dYe3roOizSp6GtFqP2ZEBk0kXkcgkdLXuYeBUBOWz1iS/BCiJKy/PbBemggw7CX/3VX+GSSy7BF77whUWt2zYvl9C//uu/4pWvfCVe9KIX4fGPfzwe+chH4sADD8See+6Jm2++GRdeeCG+/vWv44ILLsCLX/xivPCFL1ywIMtBi9l34Q1veAP+9m//dtF1todj1l45PkXMnlH3ytRfr0QFOFQuH/IxLHb0aLmICsN5x7Cw6ENK0hRluSmAE5fZuomKNqrqkzzaFle/BW7crlKf4KBSdDCGxdVnQQrsgauvumTErPLHERxwnrWZyCLwjDEsua999trtVPra1hNl5RgWFtF0OdnyyeePdc7Fv9UntgvycZGCtZo8dCyDz604SAFEXxR1EuBopyzH1XFDfIlz+VTI3eDghLwqa7ZycOy5gIXiwtKF10wd0L7jlrBTxk66TqTrsPDsIeWnHwXJ/N9Th86sw9INxLDYlXBRwECfkrppOC5F+tfHsORdo/PdsjEsMjOLH5vwmnOf5NtKmKC4gZDkiMrYR8gxLCkl/6DMfGm2Iy0HllqhWOyupF/7tV/Dr/3ary243LwAy+Me9zh8+9vfxte//nV86EMfwgc+8AGsXbsWd9xxB+51r3vh4Q9/OI466ij84R/+YbUE70qnV73qVTj22GMlvX79+moXzcWRKnKNYYnKkUGEFoG82lDrDFs9WjEsUpDMaNF42VsuHq6jckmx8siDSOpYYdXl5eWrZgGx/7oMsy0li6pI6AsFXS1AwpuouTJDIKVRh8SwFMXZHEcogIYKuJl8BmwIr2R+8zkX21OL0wZVNL90jIFxfWB5mvKuziBT9VhX1xVIzYxhabU/iiSPqmpHSh5i8P+y7gr4uSG5dy5IFpoPBmykwE/iTUi3jiDKlhHAx7AgKWhi5W/rgFg4+JXlGJYOCVMk8DL3FgT1KhfHoJQYFjsLKAtrdmOWKcuFlwMX3FoSmbqkLiABTwoJqxiWbEXRx5dN9oSy7gol9ImKpYWQkoKX0hP5CrvczLWRRoq0oKDbxzzmMXjMYx5zZ8myZFrMvgt77LHHsm065UjACoo+4G8s80qXxX7UkqLaJCsJfa3rQJRyXsBKMsVN/qTjmBbj0dLkE7s3FJS4+BPNQy15WCmIECaGBYZHlD1vYyIzDxw4ActukIpqlvqHUDB2UyA7e5QltHqZykENigK/VhPt8RCYMHUPAooWv6otS/hkG+ibGjzFOooSk+4uB33Jax8ZmMet8LKPi3lUHYjRehTUDMWwqN3C+LmL+4PfQTsjSPYOgloN5DamhsWE+D31u8pywCu3T2esqduFZ4DLQnKJAQQLRqXrsgWC9+RhQAIJ5CUBCHZVWls+jwVlN2YYF1Ap711AgAvcLYG/iShPUU4+hoVBDwpw6eDbnPvO7wZEksdOz87wxcavoNzJbn5RCtuNliMGZVeKYVluWtlPxwJpOfZdWCi1Y1hUo8UAVZLLefTlzRBJgkVJx7BkLRtxtIbm409g8ryrz9bFxrA0gzOoWB9YIxkeMH/l471Vr5ZtWOZL+ystpSxM+4dEtOK5YxYv2cy23loWBzgIlRxOhnkOSlauKPMgxXbMq64FjpJV9O/As2ez2+dvPlWyki+AXh7jGMMSmNWr1EIxrA0KMoBGABRsMGsnL2SOZ9E6eytT4aUgxs8qioFSxPUku/tQKu30MSydkbuKYUF2+egyc0n7SnhQ2Y05rkqbAU8v7S0ykY5ZLhaIAZTEsGTKMSzaDzpVW9vKMSwEjWHJwExDoRW+cD83YljYijWvl2A7ES3Tb6RF0YKnNa90mmvfheWmwRgW/uNiWJLXvTwQJHZumE9NcSNpXolh4fS8YlgAiVxoxbDAvj8FYAQZ1dSsRaloCN0zyIzWqTCJbiIKMSwEoCt5TFuc24i7Mmpn8q6fxE1OLJ/pH5tJQKA5GcGIzT90zorTKD/vGJbAMyXf/9E6lqDyk820XDEskWeos3W9Srs2+ycsX0r6fDZjWDRvVzogv0oWxBTAEK6BgNSZpfZTO74kASIvST/7+Tb5USYBVj10vyLlpYCjgz/PfLgOQkJPHSYGkLB1Jj+uJkQ3ETrpDiqvFLul8l5CYCBCPfoETMCr3dqZTdD+TYS8N1Bf+pFAsuFiBlAWe/HCc4QOMHEyWgcGY1io3CieDQS+7/muVnsJ7TAxLCNtV9rpAMtc+y4sOw3Z9/J7mbOwNSW+hC5+xCpOnT3kAIh140RlzJW6VWmtMB6o2Csun4zeCnA0NiOJfMJMWEfNHGJYJLvR8Dra18Ike8JfZzdRO4bFgigjZgN8+PiNLGvLiuXAhxHHqWLOVyl285vPuVY6/m1RkG0oPZcLarD8gJwzY1iSARIxrxxTfc0IISA0ocyUIQXyJXAzQd0vSGamfyIHaOyrU834kVpbAbMct5J87AlReb4hbg8Q74YxEIRrXucc8JoBRLamJCT0smIsUh8sIPz6ZV49pdyusoScWFBSLzEwcRYQ++VIWlpcvMXtlJf0t3UmsN82lyH24orrysaw2MeH+4VjWABClyY6xrh8hC7tGAvHLdmls8KbeGfR1q1bceONN2KvvfZa1AwhYAEuoWuuuWZRFWwPevGLX4y1a9di8+bNOPvss3HEEUfcaXVRNJUzCfCQ0Q08pZHT6rxPZsTOLzZnKZUYkDKkHZxQXpRBl5LNRzp6WJkcQOFsZBLmq9rxa8WwtGQA0BczcBwJKOjqqNRsl9nzcUCQTz7UXea6QMs22c0XfKABXEJXO5nMOYppmy9ebzKfJzlgQnW/+Ftey85JQvUY2WeCQl6ur3r0ofdY3S0I7p/QTlb+AHgWTV7YrXQ+WVdKEsF7Mi4fkTFOlW7EsCCFZzRbH2RqdKiDO4AqnhyEq/mLBOipkzElu6mgPMxGhrIrs3Q0Sg44eZhHlqEGQOoC6iDryXD8DYAulb2ETIwPgxe5/6ZHuvBhpo86FZlMHA689aUn3k96YFxbCUTL9NtF6Ac/+AFe/vKX48EPfjD23HNPHHjggdh3332x77774ilPeQre//73Y/PmzfPmN2/A8qAHPQj/9m//tiihd2Zqv1o6CtdfDKSjIjKYSC5+hQyg4XGoAThivIs6tX1+/Rys66hkzn8rnS4KqNaeHo8EgGO+oqRcpZFLVsPagYUKDCSdSm0GAIp8+X/Ls1yqQFDJ7TDjfECJr26mYh8iK6M/OaNA7Ke5ysdKWrJVaaqvU7juwEjrmQqsw+MrbIp8ouPLBX0NIsAZmuETQE0Vw+KcOKyywZaJ3sSw2FiRdp3mPeD/Sx2ynBuZOmw7+f4lH8PCGydqNHIBV0be3slVAEwKViIHNqMMumqKA4MgyduXeUGEbMXhhetks8hwn3s7DDFvlLENcJ7CfE+pgKRsLUtmLFzxMSwjzYuuvPJKPOMZz8Av/dIv4corr8Rzn/tcfPazn8W3vvUtfO1rX8M73/lOHH744TjhhBNw2GGH4T3vec+8+M7bJfR3f/d3eP7zn4//+I//wDve8Q7c8573XHRjdiaKBoNMZvBO+lUBdEihABFV51j5J5+xXaGOovU1HoDnY5Vp8bZ1MhiS70LzOer4RlAFdVHZGBbuH2dPTgpSLC8y52xsjhmdUyXuLJdROBnBCN++pGnHYxaFLtPnwFw3PBJq9jNjWFogbr7pZPgnvUQL4WEFsZK5dH3MX+x5RkkKz3O5W5wpVEkE9D2FbbRUC6aCRh2gMI+nAxtQS4F/DJKoyQR7m6jEr+jqsAxi+LHmHZ07U4etQINetSygoAgFBHRd73ik4vLhOjWGJVsve0oCL3IMS7SgcEvyC5TXVOEYltY05hLDItOmIYvfreJg4QRnibKhTyRycnkSi4s+PiQAMaW8BkuXOgErSit0PshyYKldAIt96lOfwi/+4i/i3e9+N/bee+9mnv/9v/83/uEf/gHf+MY38NrXvhZ//Md/PCffeT8VL3rRi/C9730PN954Iw4//HB86lOfmr/0OzHdbZ+7DV+UAS2DiRS1DwOKqkyqsIMrQ35A1MTQmxDO+9G84s1fuMxXLQ9hqE8pWDa4nJ1dEXW8UVT6eac83YBg2mqLqmR1F0gXJ38uABKXKMCq5T+vDA1GvniL0tDJAfAwr3MIf+3tin0XeURBqH5CKArd4FnhXSNPdQuj3Ma10m6fu1vuIl/xbp2qVbkdbHngY1KLjRwYgGHXf/G7LcceKm6SFN0/ZlVXeUwVKNWBvl7gLK9Zjh/AlFRpEwC3r0+qeYhsBqKQeUD///a+PN6Torr3W/27c+/sCwwzwzIww77vMoIrMjIQRNwIMcimUUTECAiKCwSVYFzQqEQMTwRMnuDLJ4vP8IgGMdGwuWGMu4QBowxgjIAoy9w+74+qU3XOqerfXebOvXdm6gu/ud3VtZyq7q7z7VOnqmz6RrRysqYEq00k6W0ccnLRm5aStUi8J9adTioTnmVEIr5vl7D2rXzdKU6oFjkMYjqCDWAb+tvccfbZZ+Otb31rJ1mReOYzn4mbb755VPmOyel25cqV+PKXv4yPf/zjeNnLXoa99toLAwM6i29961tjyXKTxy4HrMC6ex/quOrSyxm+XOKXJJBm/ACGPLDZWBAX68eSaYDY40CRApm3Sx2FUtD8dcyfTyoN56lKSjLJcsTnY06fXCIOTvZWoWieLWQKksad7D2P+eXl5MIWs9cWD7Egi7OXOAtLfkokoSRX4XZlmQsRIv+TgshbrITqOB8N4hc1ym3Vr0xxzQHRihLJgZGHHyXriCsfU0WG4GXj8JQuPW+8Kzivw6InpqVyJKFQlrggqssWkmOlH1R7fLTZJ0VbZICwWF3YDNG/Cp4JlK08PqWLDq3+N0zegdZbHxx6YhG4xqxEqx4pL1RYRwUgRyH9cBQy2405tCVxrYhvRiqz5ySlYvdbHkBKjreheE+KokWZCYkvlMlJLy4eh+TDQs6TFvaBGdgRFRUWY54ldN999+Fv//ZvsWjRIpxwwgkZYdnScNzrVuPf/v4uE+pf/NgB8wsbe/TUS0eHWG0zj9nEDtH6sQgLSCrDcY+rflF3SHNBFu7ietp6KMVqP1Euwa+Cq2uevifjEI/TSVmhiU93xwRKyhXJAfe4Pk0kAyVFz1rUxe/MJJdUVFkWYbiqQDRyUgRNQFR5yBtEhpl8ih9blsx03II07MQBHWUxMytdL5VDIpIrnHOZSi7KxLTVkdlIkuPrkoaN7CdokxEcYb0QlgenKqefRRfeO1Jypjq0bdofKH4bID2maY0TTT5UHR1TJ5427OvCSpvXiCGw34nwTglOuLxyLgFh2KcJYX4foQZtJG6NtKBIAsN1dWlBOKC8km0aAuJvB2/1aWIaLounSkM9K3yaFpHjYSAvQ3qk2EdGDAMByurMQ+MEwM36Q1Rs+vjOd76DV7/61fjJT36CI444Atdffz2WLFmCW2+9FfPmzcOhhx46pvzGxDauvvpqnH/++Vi9ejW+973vjWt76M0Nhxx9ABYumY9fPyQ3TfRKk/hNjhyk0UTCWiZkz846XxbW5cfCETPFZrRDF0oWmJieRFdIumyVpyEnrI1EG6hEUXs548ciNadphJLGU/VN1fGWLBStIUodqjGNLKsy+QjhZMNKKJKHdG5lNDwMzuUilLYekLy169zGV+V3XE/nRjJzrmmuvOaPJVdPNyERBsXLzLW2DSTByUeaYhFNo8mFXrVWTlOOk3hFWYmk+qttrImfbuxF8W3eJq5dsMgw+Yj1cZrGeeJC8Z7ab5Q4BTk44HoflkR+0rBUGy0ojWvjK2MtKC6uhQTw2i3J7yWUG4eA4NdtiQTGgahBK+tGiLOUnPjFuiGRNL7vjVqKP633Ha0uwa9NbnzoMAQ3+8WYluCKbmgeWwhe97rXYZtttsF5552Hj370o3jHO96Bq6++Gg888AAuv/xyfPGLXxxTfqMmLMcccwzuuusufPzjH8epp546ZsE3VzRNg2e+6FDcfM2XyxEISD4sMjx8vTSexCh9zmTGEpNIbMwnYErYIQKlHhQinRmG4peR5OpYBWKQ1lVxxrLBpAZ+rJ/rAsQOKlOiUWzdsSuZULB8iFrH7lFdt5/JJlGMlhSrGo5xhbg6uqqXEn6UZEGd9wsryeIk0QjKwOSTL5BHeR5I6bPnKcQfqS7qEcz+hhKytKRkV1N8lV9VSieX048iIhGaRmQhh7maRqdrBKGBUMicOKlboVgRlG6oU7LIsOVC7x0ky9AkiRd7YwKShlaYtIDgF78L84O8RUTLCDi0DvBbfaT9jHrhPnqrkCAwkUS4SF5SnyD2HoJZuh8NgGHh6MvWIG7L/PFn/5UefPxe6APkUvyRtPHHnQvL8hNAM/aGc7MwHTERPihbgg8L4z/+4z/wzW9+E3vuuScWL16Mc845BwDwjGc8A3/8x3885vxGTViGh4fx7//+79hhhx3GXMjmjsGZM/LAYFlwQWlKvZ56MvGqK78USs6djVhEjn1eZFw1RMSFQhAOpHjWJ6VosXFGxkBQnCwXKX2Q0VbOCf+C2ABqyEUrJZ5ZIMuWZCB+UEcFGr4CM0Vowkj8MWKqMOhr3ITcPFFNiGNuH04X/Vv4r41XIiWmXCkzkDgg6/PSAnhZujGfU9/rIy0uF0cxYx2ScJKoxNtuLCCluLEAJk1Oxk0PCDk/kwZC+UsBvS9IyEoN+UgLiZ4WrIZ8WFZW7tTGafX8xvEtaluelpzKiMMvRSdceXP9r0UPA66NU6x7ghCplXBBYZHoMEWYHHqO7TtiRk/wh/EytGoIiBeAG0aDHlqwtSnaVNnSY+4TEQ836cXj5Mq3TrRPG+SPNXWp9ilPwjCGw3MwExWbB5YvX45HHnkEALDjjjvioYe8v2fbtnj66afHnN+oZwl96UtfqmRl1BAEgb8gCMmDX/iSyBfYXtNZFsgCKC3rGcs18WUyzrs09UUqL0lOrPcctZCzaZzsuUvyZiSJ40qtrOUTXClFENqFVL7gJhZ1oRRWICQxfyU3KTGjAIKE2HAlqFNZ6fag7jDbbJnMpcchS0Tl8kZzXiJAnGe/c5OASveTRZN8SNbbPO78SDOxABKZYDhBiJQ/CeW32ucf1LtzEJ4oSINDvty2hZ5ZBDk1ut+sInl79TovoJSnH/4p5KGYnu8veAaRJ2Eutq6c/eQMgWnEUCqFBfN4FhA/Hv4DIM0CisNOTP5VHRitbgdwMXolGiYmcIg+LHIWn+81wn/kbTDe0pLuQ7a8w3QFbeBvC8Kf/umf4sILL8TPfvYzDA0NYXh4GG3b4kMf+hAOPPDAMee3ZXvMThSKLxrFL5aoDHmPVqXM/eeYf9dd/tEly1BWE1kUaQVeECX1rpQ+fwrkhoejiOO2wVISrShO58OfU2r4RcThjk1P31DXo1FIdd4weco0Qo5CnWMTsqIUzZpFlPKK8JKVxp5HcmGv94MVX8hYvO603E7EjUXbckvnZihFlt/pVKzOTQsK/4j8PMQNmtXB+rDkIIiZJWHHZ37k+flxkI+6JTHpuOSUG1Q5WPn7vFxsv/RKUIpJpF47uZVh0SIj5CAgDPmkKrcAekFZk8iPd1+OwzHsdxPblP1WOL9kQZEeZuyEy7SDZ/1wXaIJ0A13DAG5WCYTuhYOTbh5cbZSiG+nMfOWAmwt9c7ETXgsUuMkokOBoIbF6YI/y7TGRJCOLYi0vOUtb8FDDz2EnXbaCYsXL8bvfvc7LFq0CLNnz8ZNN9005vwqYZkAzFs4p3xBOm5AzBria0Sgog8Lx3cmL2ji4vsyTX6yNIE0SZ+UWI4gJ0D8DCPOM0aE5hFAtHIUFTs0seLi/VerKE8pypR5vkhcUiwWrHBjGTEO5fLJ/GW5lktZhtDn0og+LJnAHfLwaSafOO5MFxSbTWPrySRA5pFqUoyv6iKvm0epH+kJvCUdZyyPkjBxeEc/VolwQB05lJ1y9VCTHI4xBCObZZTK9mQpPLPEBIQiF+M2cwQ0jSzD2ikESYJfubaHQCvI70eUhqkokI/kg5I+eEIOwQcluRO3/OpCb8LYinZzIZYDqIde8GHh3Si87GbaMzn4zRITwUmEBPF7xbzu4nvLt5ffAFH7sBBR8MEBHIV9hOLNW4SKzQNvfvOb1fng4CB23HFHPO95z8OcOR16sw8qYZkA7P6MXU1I6AlCzyGXn84grSYu/gOEr1K+5i9xvA5ywuxfOc3CpBH5sAncyhbIRSw7KtE8fdJauebmzQ+j1rNKNitUaFOjACU58N22/B6WaQokhUS5xiggC+RqKyUtuCFXM5t5JGXM6pnXpRhmCUZJY3PZJUJFHedRsGQ5yNhUyYfFtlOWny5P31ZNFmIcQ3LgErFwQY6k7Ew+kI90Yj/+cU/f7FBHySrDTlDRUJRZSJic6eGfyKMc8/nkMOov+3VX2CHY+24ZYiSO/ccJO7nyzBg/9biVN4/06+YdedM06HhjXEjPFhgCpAUFcf8hMWDFM4dCC/HcHZ9GT5XmQTRuzZYJlbgf8tGVj3QLQi/6xfjzATFrKP2HuI8QALihgzFdUZ1ux4Y3velNE5rfNF3/eNPCoUfvj6E5xlEsdKzcQbLJM/rGxre9Y0YQfDz/gnQ94aQVSQwTgaWsS/kx4Uk9bOqNooKgWJeSKFarqUXiImNRCSLJIiGXE+FKccUeUZIvGc4yltolh+18Cnegm3yMFEbmuHROpjkovzXFW58JOpoesFi7MsEpBdheVjphyvhpqxofKuoUn32IfYME8UmPnSQ51n/EyiCGU5NK9j9KK9NaL+iUUsggHjM55MPrj6TND2Xdfd7eWqLL99v2pLpK64eaqRTyi0u0xdV003sXuwwmDI7UEFCUBcAw9bQc4jnTuzcjtgsJShPvDbyVpwnt3oCHgdjfRT+fntglzxUn4vBdaoX/SgNhWY5waGYel4VOG9AE/SrGhUpYJgCDMwfxh29/GVLvL74RSxpHEALHPizSM44fau5nSxYVID34sofJhodEmswDUsqUNIaT8bvqwF+BikwIgsN/Y2fZkQdHz+Tx+VGupTIlX1L0fN0J8aSofJCsMZoUFWf5mHJHIhujgSxa5tUXth6jKrcj0mhltg1iCYB4ZtX4Tz+oR1OQmBZIzx7nIzcNlA6xwb1KEJzUQIKWRJHSgA1RE/IU5CCUGTcZZBkcZTN90mOuHbbjY+mk1wsTh1Z8G+jNDyPNiBYQvwRdK8lEWL4/5UFxSnUDJnbcdsHpNhKMlD5rRyQfFkKamuyX7k8u1fEV57aC5qi8XYEnZnIPIaYvDjz5oI1yCPfcod+D6y1GxeaBF7zgBTjttNMmLL9KWCYIL37D0eFt5iYl5Aq/Yy0WmO9fJg6WPLStSpviIic10dLAVh0SmYsyVC0kwTDlkIoF7q3TxopSSZH4Kz/B9PwDBEXgk7vYG5LtEZVMiR1IOXNCQnlekow4EyiVrCUN/UiEaVaOOyYyIWS0HNNy1KgYnchaWptkRHXukoIV1+MQS0d8W2bf/BmqzobYcFhsU253l7dlOGHLhX60rZUmPafSgmGPlX+JGBpJIiUrCYlG9iRGkKgUI5KMRpWhq8J5t6S2N0x9AwUCY/PjmEysAMRZQJTy4PVxeRNGtXszKL4I3g/HiXrI/YZaJXfMH01KH6TgacxNasZ4++IrFJyWE3FJpKUN96wFRasLAcCskzGdEadtb+BvS8GKFSuw/fbbT1h+1YdlgqB8VJRPSrjmTBzhREsc1aUDx3Eyq4pU8FYK4m1l83BDVOQVFY/CdeGkm/mwyG4tZi3K4KsEEM8Ago0nlGTpi1wyEOjr0ocg042KRAkxpeawZbAycKX2FtUqcD4S8VI75TKNOqx07jriWDkzoXLZbTuMtMZKVp6RwVk5TR0611mJx5Rfi2rW3xvXINwmXzm5QjQ5MQspDCW14jlx8ZGm+Eh3EppQapx+HJuC/Vacdj6Fd5hNj5BcM0VPW5ZTmoPogaM10dbgvTjaONsGzu6+zK9fujm8NqzjUoITr18fpbB7MwUiz+QH7EjsfW/SartA6pnaFDfEI6Q1WFiufrOGWMLG9STTBj8BvPlhaWR8WqHfx8tY8thCcM0110xoftXCslEhTJ3hi0JZOzKSk7pINvtGyN62NNzDceRfmbdNE75SReJEVlQa6HJCRy0ySfUz5epRg9Bt2iGe0PP5fYS02DLIiiGyNIrS6Q6BoDsZU7SOm9Ia3ZmX1y8MBeLSTyZxTiaOkpGyJi5knstSDFPEpND2tp2s7HwqH4FYj/RMGANbLC/eV/E48D2Wwy12inJJRq9W05BJHIiIJIeHfCjKEYd8oox6mEn5zTBxgmdATL7tuist8byYlGf0y1IkiVMKmeDtFi3JHaGDBYaiB4iQsWCtDO9X8n1xIGrTM+1EevFCMFliX5zYTyGRHnZsTiRH3FOBxjk1YU13C05YXWIvF4eGxC2tqCiiWlgmCE1juJ9VZDw0E3tlf0HvJwSkZUMRda9PIkkHRC8Q4lP4FHUmbuhAFMkI5afuMhwUNz+0YIn8J2Lc/DCUy196iDKbMvjAMIIoo5TLMemJrQDv15JEUFnHuByWuj9uIhZL1CLFlnlLdIQpMlGsZyGdCevkH65wbBI4KYONk6UxWoTlKJVTjG+YHOlzVkR9q2PaXd+ToJQJafkRl65pHl2YfSPOZfvE8oMAedMmEsNrwfCryIL6ZfIL667YOjrAbn5ILs1UIq4npZVrOR8mM3brgZYawLXoIayNQq3II9/8UDa23weoCe8+z0xKadLmh6kO3m/Gr3zbgIesfYNE5+MsjeTUJIayy5sf8pow8r7FdnQLMK1hCPu489hCsH79elxzzTX48pe/jIcffhitdGsAcOutt44pv0pYJggz5wxhzsLZePzXv/UB8SMzfC2ydcMSDwnbm0O/zEXLDKM0RKSGj0b4dlEWFZ2eoiSSUNjy/IkajuFeWm/yApGph9380PrFxPxkwlJ9U1Wk8lMiOhvmioRkRPJhSUEXTLXtueFd+bkrnHcQKkn0UKh36Ty20YjxjWR9z/NjRQLgcsIDoQgJ8OvOe7Qt4BqKs/Wj4CFhXxIjZxkhEZRUtBNkw0FufsiWHiIeae3e/FDuIxTrI0hS/FEiRbG6oc5Nky8clzY/dGkIKZCWtPkh9zF6HZUmMj8C7x/k80kLz/Xb/LAluU6TIFrQP4avn76RXZsfhtUBoZd76KEZmN6rqddpzWPDm9/8Zlx33XU47rjjsP/++2NDFwashGWC4JzDy998HK7/k/8TAsBvL7o2P/R/9NcGK4fpvPlh0nZOKE9KPW/o/Dku+xEUlWoUOxWSLFFJbhJRSqoxdvxWzFLPqhon5aT8Obo4k+RLlhCZovuSh9EQCiuDiUOq7fLND7PnQ9rqOQ8pbUf8fnVxtrzsbyihUzafe775YU5Mo5+KySYRCplMEBr4hd1iGktoYisIsgFWwHLBxyQL7xvE1g5ALB6HfPNDKTEBgXz4AaReuO7XcmmjAGxBGc3mhwTKNj9Uc5QiiXAYzeaH8g0GEmGasM0PgUiGmtAmbubL4ZqxLyY2qWDmuaF5bCG48cYbceONN+L3fu/3JiS/6sMygXjFeS+C4zc49g9O6/yuh1X5mIQ1W1pK74d0wJVxlRdfGq/Wg8supZHkQDogSC1jk/LlzP+EzF5GQinEL2ihCNWQi9BgxN9eun3iV3nIRrddUC6ZIjR+MkzCCmIWbwWLLdKa7MWJKFvGYzKBjrilMq18LLcUlEQ06pNuzOfU93pWpjgne10fqEcmPUKaMMi4qT2duAlS6cazIJtLz1bKKWbEFireKwjgZ0GX26ip0tbBVTDu4E/Cs23kjCK5HxGX0bn5oWDgLeQeR01U5NLPxqdNa6J4C4ovg7i9ojxy2rPZ/DDWKU1HbnlCNKVbzPHZ+KnW3aFkNeLX384aktwxlUOxvfVaLT58xvzzUbF5YWBgALvsssuE5VcJywRi1pyZmDFr0I/hNg7OhW8HYuc+VgwUCQh/aYQLRrP6uK40W4jj99v8kINi9qT/ijKQEQyZ0CH2wpO8+SFxhEh6gAnd/FBccDZ+LK8crgSVPK8PAbF1tjJmMpdYlQ1TrKFP+aVz0YZZnv3OTQJFOOWtFY9WVIqkj1URFAiDWOp+4jY/NFOW+emijs0PoUlWVqZoCQopSD2oAJFYNh+k8kt5WGsGEzGOMfLmh8mCAoxl88O0jLFYn0bcXwe7VgsXkyRW5MX5/szHT+98Wpk6fIwJ0hJJUm8bewenH2iCflsIzj33XFxxxRWZ78p4UYeEJhi9poe0abbVCjxeLpQ5gDQLwOlPk377BHH2DpH8ZD228jrkNJQ+OyW5EdabKIL0YRlx80PovzE9D+fIAqGuj23zQ1tHdCKOCphmVWlj3k6FZ2vBcBTLsxzy29wPJq6UsXjdabmdiBuLzu576Zz0uSi/3z5ApmRRD6cZH587ETdo1jjtuJhvSI7kWEst1KdUfH5CcWxhiJLJWyfJQIFcJNWJaClgXiCe1qBXksOsHWIZzeaHvLVhHPIB4Ozmhy5tfiitGU61sfdbYStSIzY/hCAU3p8ltBWTEacdXf3+QGnp/qZj88MWDsOh1Ry12ribtZOexsybJ3q/GGtLYeuMv8lxEbtRvTxTj+rDMjbccccd+PKXv4x/+qd/wr777osZM2ao63/3d383pvwqYZlgDAwNAI9b9cifHoZzEEUnVfW6ht4vW7eFCGia9FmqiELoPhVZ8JmR7HWjpoImJ0LUol+G5BFAlJukBYVE5BK5AiE58bEMnHHKPClv8dWoGimFx1klIjp3jXoIKpWZLRynCJ2Om0HzmiSiTN9FkEp5GnLkMvnEcakefFLwT9HnPo4iQDI9yKRJefr7bfIsyVioGxB5SzrOWB4/dFYGcR1ODR/F1JHHJGdWX11JaORwTLrm4vMnxZVTdoMTrgtWCsdrlqQyEQmHGfIRREKRJKGaeV0TXr8Fzq9Lm/IjEdPFf0lsftgCaKj1PjHk6xadaM3mh37dGPZhodD/pMdfO+0ikpe0V1EqA1xGUOBmBDbsNeTz78UF/f1y/ID3a2tD2/oW6aFi88PChQvxspe9bMLyq4RlgrFsxTb46f88HhV0fP2d+YoozfiJPUWfheM4TWZxCflt0MJxLBcrj9C5RCUqyInNILOgUNz80CERB6VkkSURdeRrQsVZQgKn5Q8ylggXZQfpC5UTE2wdUjOo9CUykT5gIwfK62LOR1L4hUqI5USy8kdzHomfOqc8T9tOXdftY2jqMOrND9X91o9pnJwbX4ekHckpihH/jSQG6as/kkmSDrKJ0ECSDSTZxBvhh5ikkg8upnbzw8aZGTWiDIi6EHjBOO/u2mDYhxHQUySojXLFFXqjNaQJpMWFNhFOtDwEFC0oJJqPa8v/pr2DOE0jWsC3axoQ5oXj1CQ/cSf4draOAlEhuLgOAuIHmbeuLcAmgfRwbVgeWwjqwnHTHKtPfo4/cA5+XRTRuVIbxukNWZEWEqGOo5Gk33TmEoy/QWkIKo/HHTr3sg5dBEUtim8dFFKpieSA8yiwE5J5JmXFp07GlVnY4aLYU1LeIXR0EM5cc4LpSF5VJB+jISCyfCqcS1FL56E6mfzZY7ARekBbRuncPE4AgodlurfKhyXWhdTjItytAGd9VkjfctXGrEI9pU3LsTFrzDc/ZOKR7RUEXU5uMfFlQMjjU5mF3rgZCJCLvnlCK5bvd9LWkkr3i8W5kEdqYKYMkUw4uZNyYo8t58HykLcOtQjkJb42YtgJYeNFYp8XL7e3EpEaWuNyZNckbz8vHJfqxXFCDQJhkmQFcOjNOgGbAqJFaQN/FeNDJSwTjDWnPQ+9gX7Nqntp55x3qlU/xC8hEnEz0hHjIh0rsuHSZ5zMX4iRwOQk102UaxywdtV8xBAcJ7vTQrlC02UvsdQz5hM+rvUiFT+JdLJEyoJ1/eIJlQkQCmH9yIUJywssYJQEy1535rx/fmPsJTOn28J1qZjk8zdihQOcfCT13kDykbWF6zVXUpEuXEsRE6GRVgVW1xQesKTcKVWNCQ2VytTDNbI+kt5kuzdnebZqFlHDeQRrpXOe+LRCZjVzyFHaSVnNbEryCLtMqFfaqlAvukdR1haN3/QwlMcCxzIKj0b6+U7Bt5P2TEldFaWl+ANhGphzBio2P5xxxhl4+9vfPmH5VcIywZizYDaeccyBhSuhNzfWjvJOyCiTB0k4ZDxJUgrxR62qShacjOAIJ7qi5heBRHoWE4mvNKvQxU8PGzlDDiTxIpUF94hMk7LaZPlzPUzb2WaWPbJFiRwQdD27iAyQyWj1vb0l8XqJUNlzl5+rpo1/3Ojz7BSsi6QkZQlEVSnaRdwt0mk0Ly2QCcj7ZAhFJDCGbCgKkSTyxdtZRKnBPFFIK9gCYsjHUVaGqIZ4fNh6EogSAcBwoAcENesHfkiV68Ezh3ydmbz4nZRBFC0o0ik2ObxSImbRnyT0SGrvIOvzIgfIIIaZ8sch3gVBMIkIjQvOt6FEOZuMNz1Es9u0XzAugibot4Xgvvvuw89//vMJy6/6sGwEHHzUfrjjH7+VHszQc1qHW3/NpQ9TFbeDgLBnYfLoEwm7IEsQvY0qI7EC0t6LvqsplaX8RUIZ0TLkdHpVSVF+zE707vGUv9rFNe7Ak6rVeq6kkW3vKmWxzskWRm5ZD1U2n5cYSD8yMVIYzF8pSzwPktiy7YMV/CtUlE55U55lR13Ea0WZ47nw3SjGjRQmXqCgVv1jnu69fxR0bx+fLcA7ksYsSTeL8qWxw0xSBms+cDzZBhRmtfgy/R44jUtrnsi1XJoCSZIVjQQGPbRo0YQ8SCwc5wpL7+vX0IE3T3TwK9/20Ip6lhaO8067rWvRo/CuFxaO07OWElmaqIXj+H61RJgx8whsMpgIwrEFEZYvf/nLE5pftbBsBDzzuIMR12JpnDaNdj2syo9lAxeO05+eKV78XHMpTmbhcVpGRSyMhipYUGKy5ICj0molG9CmL2gFoYNzLhGIUd6Lm+0B/K9kyCreCv1xnB+XFLxFSa4SaTIyRs5YOoepR+lrbawdYXq4ynnatiuUp0aGuvILiMq3wy+lfI2y49iYFIhreJ5INbyLMdOj7tNrK4AgGC4p90QwgqrmZ5Etli5fOI7LoJhvnieTIpbOy+JXrSXHFpC0cJzvC7g9WvEaUxia4XqwU2xa1M1TFE9gfB3LC8cNx4Xj0mRlR2KvIvUQyrLGvnCcn6nkh4R4m4KBWS9CRcVoUAnLRsCyFdvg4NX75hekL0ggIL4z4+6xoFmJxr5wnCIZImnULoIJqHCk3iZz1OV4ZuG46CNjRFN+NBB5IMmgJY91z/W6YBHOobTjc1KaqQ1HJEGkL1gexWWOauE4Wa0uMtFFmkq3VkUohyUSTP3L6jqXdciu589h33OZgeQV4pTbR4qr3KriManbaxeO61rEjcmAlCMSimiNSASD82gJfVepZR+RrHxTXUlgAD9kY/MkIzdvguj3HU2VpiizCBOEyIl0kXDFBk91bCOxCzKYheP8sBGBSVKU3XEXJUiXekekrIK8OEAuHBfvOZgkeatKurk7oplxCDYVuAn6be645ZZb8P3vf39UcZ9++ml88pOfHFXcSlg2El7z3lcWQtWnpCADlJwWAaNQXB4fIl5IL7NPxRmNIU/IxBOfuUoRtv5LSHxy6jKZAajBbRFHKKFMPuWoyX+FYEXSQ6l9SspcZkdOZ60OoOWWFyxJ6VD4RctDqTfqQx6cPbd1MQFdpGrEc2cK4dtdkrvUq45gWiKyGSCyMQdYlyNxnQ9JPa6SxLCjKZ+z9UKJpl4tMcMn8y0R+5YTy+2fAUUOgKhY02OaNj8sLuUvmoCJqB0YcvxOAGCX2LjhYRw+Y+fW9PSSICF+LRZN5r1M0oJCirhQFMivLcNDm4n0cM5pplHLpMu0dWrL/FW0xKyB8HkD0llorIE5Z2FDN8SbVNAE/TZztG2Lo446Cscccwyuu+46/Od//qe6/rvf/Q5f/epXceGFF2LlypX4x3/8x1HlW31YNhJmzp0J/5Kap1O+m+QXcsr0Q+j9OheO43PlWRgSSrIQMpucheNkRoRMwYWOLF84zjSME+ULhxGCjJvCXZDX6ehRhtIqrlmYTGc7kw6OyJdimTI9y4MCbNlFclCIY2WR7QSHzoXjTBzrj5LUHRXjq7rI6+ZR6rdaLiuveKxax8VQP0TABMdfTz4SukVl6rZlhS+4+wgLx0WCoWbK+H/5lrJzr1w4jjc7jOo6NFPTyDLkLCIfL+YZCEEvltUmEtYkt1heOI6f/n4Lxw1ALP8/UQvHOZEmlpfKiPeGoJZgYn3MC8fBAY1YOI4xzLs19xZgU8JETEveEqY1v/CFL8SPf/xjXHXVVXjve9+L//zP/8TQ0BC22mor/O53v8MjjzyCGTNm4Pjjj8eNN96IZz3rWaPKtxKWjYSZs4c0QYA+LDrdunTgOE6m+JmoOJ2fv1gXjmOSUmgBW0a/heOiegzNIKtZMibEeFzPTC4jUBdxMcRHHXPZtp10NbJ6Sl1P5jxVqhwf6CjTlGdvazxVzq4mvkvKj/09uDfnR5xVdufCcZBDRpFGxKP03FAik5EcaAIDQzY0yQr5FhaO42Gl0S4cx08aAWipiUSBwvviw/3CcbEtRlo4Dp7A+GekjYu69Vs4jhesQ6izJxocPx0jkhf/3nFrj2bhOCK/cJxfGE/3Ng5A02yLis0T8+bNwwUXXIALLrgA9957L7797W/j4YcfxuzZs7HTTjth1apVGBoaGlOelbBsJCxaugCz5s3E7x57IgVKrWmHeJx+3b2yNDOLsmGhDjJjiI4r+X2Av4BEF8M9bSQnZYJC6pNKaHRFWlwiOSVZuUtjRSrGJqKSAWctmErMTmoD2XQirinKQpIgAIFg5ZGK5KN0G7puTR8yQSaMZDwjXzFvm+FEYaQyRRsoEf2GOYlgcXSpK4NSZg7RNBTzYwtFLMZpAqEff1ahfuiBU8Vx7jCc4ZhtBNLAhKCJil8QilBO98Jxrbm1ftl6rh+FdC0l8sNbArlGLBwXCEQaxkF41lyUpyXnZWQSBLP7c+QeTMY8KeDp0HEBORBaBwyopffTBGeCJz29sFouxXk+qV24DUik4feHLZwALxyXSBFx+wbrThOpEQD00JuxKzYpJDa8YXlsYVi5ciVWrly5wflUH5aNhF6vwSve/HvdEULPG/t9HuSXH4uZshQ9NtuR+QWSitr6vZCMn9JpHcS9DplwQK8VIwSUfKdETpwTKYS8KeNUun2JuQO3hAliFhClnxgBkyXG8pw9luVw7BIBQiHM3KpINkrNlBVYgK17vw5NdJhS9JHTj7GXzJxsC9cl8VL+SCNVOEA8yrFN21S0dMhVyabhwnGpDDFzKC4cJ5ss5dkIB1heNyXJ3bVwnLdxtASoWUMdC8dRqHMk52Htk5gmPkvCcoIGw7FdUh15cTvZxFZ/y4XjAsWLsvi8k3PwwMwT4Zr52ORAG/irGDcqYdmI+P3zjtPDM6qXLay1YsgK0p8Q3tGDc4KcaUD0uCMLbIew1BQORFIUqVZJ81u/m1bLW1SyiihIJmWZg5CJCvmGDoFpUlZjRYJEYOE+ZOSjq7MpkQUy9ewiMshvmdX3mdNtP0JlzwthVoF0NvWI5yXBSgh3QzxGQpMqYTXpTFkK2qHJBOR9yod40quWr4mSqpPYn52mzKQBGHnhOLvuiqwH58vEiB9CzjO9onrhOGlh9XUOM53E0v1y+f/SwnH+jIS1hc+5+Vtl9QFcWMgukZ3oSUPpVbGPGEHuypA6MjljSEgDAJi1cOJWQK3YMlAJy0bE4MxBLFw6v9zRE4HCDBylwyyhkZCfnoX4ufoL0ZUGlr2NVNSJCJAqo0CEhEYhlZ7TiTo5l82EUXLH7FJHLpVQfsSly39lnqVyTLgiEFEDjurjxza9Laqz/H7yjERCXCEMyNe0sWXbB6tQx8yCVcizcxTSKK+sHg6QPin9CRClZ4IkyZHPRf58O5RJjCI0rETjY6uHf+zCcfrxCArbaSLjuXh41kP5ct2VfgvHERJpbtFLmxYaAsPDRY2TMqf3Uq7bAiAuo0+xXq2oJ38FBadbuPgARauPA3pgAsMuvqEdwBae1LZg2TQ/Q4u0eJyc/eVECxNmwDULs/s53cFOtxv6qxgfKmHZyHjGC/dHGBQvR8g0YPi2IbNwHCAUvNM/zocXjrP5QsaPBRlLhdAyNilfziwRlFlQYrKYLysin75r4bgiXaCUT056whd3RlKYRLkUjUxzqBzKgU6kVXq1yFLysBFXvCVzLOsnzs0HK6gQp3+F+kAq8z5yZGWK9GpkqCM/xV+U8g3H8rEWBTiX8pLEIpEYBDLhwyg+u6mxHYtBwGgXjmucJBhh+IfzDYSA10hRtCSUQaKMSOgKBCas5+v/d4KAOBdfrbhvEDwB4b2DHAhNKEOTDzvtWW54KKc9sxOtl4ObhB1j5Wq38p4WH7lYR/Gqi2TDIAx7KgZexam3Ca29okAT9KsYFyph2ch4+TnHphPZM/Pf0tCQgBNKO4chDOxdaEhQlnVRe4ceTn7pWnkDKVLrMsRPRkC9ic70YoZA2LeWhFy5XifVE0YHYpciJaWZ6t9FSKKyNATI8ijxcV8MV5pYVqvUq3d0VFG/dpwXK0GqWMMa+pRvz2UdbDmZD0v/c2WXkLxCnHL7sAVEXZHkx5AYu3CcJTH2dkg5vAJnEmsXjktToXl3ZUU2OF9BljJ/EYjb68yQEgFEYjpwuNo4oIdhDChrBhBZLsWCwKqf82DSJS0ozjR4tKBEIpXuTpw1xNaXOAUsyU2hRO8nIxbQg9yJCKKtgtiEMASkyaILEZkMOTjMnHe2vVsVFSOiEpaNjJX7LsehR++vA3kwGP4Fl8MS6S+EsnRAidRkmsDELQ0paWeCBEEwrCIku5ouXwMEwdF5+N6KO+1SgVLmgrKJMpl6jOFLRbrDlPMXPxmD292WacovWh7KvLOcF8vYh1xkriKlMkZ1TvqcCUGX3Fk9Rogw5oXjUnwejrCjk3xNOqvGx07mJOtTIBcpPqtizlv4lBjKI2OmMlNexYXjTAv5HY+VVwp4eDbkLF6dlJ+atgwgX6E3WVB4GMpbhczS+7z4W7CgROdiQUakzwtTEgppgbRwXCI8+nn1cdOt5cX2fJ2E862LR0BvNwwMPQ+bIuqQ0NSiEpZJwOv/7GQd0KRmL+7WLIiDJg/mcybGRUGxJxJE6lPIlf6ka6LzCRmpPzFNKCv5sAglFT+VTd2o5Agr5Aq9Z4kslGSSRTh7DMrz4iqqhjWRRiJDNj+r8K1CzYhhhzx8muvOMglS6Vw5jdXqlsNasmbbxaU/I+dfrhuQeDQfywv8VZ7aPAnJQyGcmeatFO+/He5ha0aqupyirAlNaXqadpINYeIZTK9iWrlHr3ary+N6M2Fog1sru7byK+OgF25rpETEuSJaUKIjLaWJyGnhOMoceKUckUQi+cn0nLf6sAwk4qd2l+2I6LCb7q0keqQNtfDDQ7MXvBub1Oq2EjRBv4pxoRKWScDy3bfF3ofvJt7sRD5yBe7/Kb7PkYRYrRgjiHys1kd+zZmF1+ycUghZVA8sSErMIH8LXejUpQ7UGp5JiiQ7MHmaz7lYer9ZQEZ7WjE7yiBQ3qYyyIijmoLEeUmRjzbM1icXJ69DqSPsOLdWoc526Tq3IjooxWzr0bnRoTlP6TQ7ZeKQFKyIbKYNp/vIPxJ1llYJ4xTrtEqWnikx1/CuxCXyg3Um+otQIFH8jGbruNh31ne9LTU6z6jsAV7zJRuGil6ubLVhWuKiHG0xPbdbqmWUjKKbsvCT0YRR5s8yynsvSU7cWJEI64miHwvcUswYGt2qphUVFpWwTBJeddFL/IEZ5kh9MIeFry6SjnMQvYPL8ogZyeEk5cci06Ach7vyzM8m/hOjkTqhlNz6NSiFGzrVEkFpaUSyYMUQWZqeVbITUYZMIy7puCltMbsS0UA5rLj8v5WpRCjseYkoZOUXmMRowY3QhyxRqUy+Jh8B+1xFRW6ui0aWyhhI5/JYXtMyJoLCS9ezz4q/cWIoJfhqOIS1TQTByB1kjQzhxviF49K6LpIscBlMTOIwKIl9dSIJILiwHoqsg3/8NIHRRMtOWxa3JQgl1sMN6ZMjPk97BtcpJk3p2GJD4GEvih8e6Z6n1DwcVNqtOd2n0HYAZs59zaZrXQHqkNAUoxKWScIOu22bSEP6DIN2uBW9P0PEzcKtsyXEZ5EgKE6lCeU4m1dIJ79ZraUiaaRUoiI2tqPyMlglHPMRkV0MN2TBccKUZyQ9QhzKCwFJOcUlRYJS5crDMegIQ2pKLqYgQhn9SFPp3F6zpGqk9LaQUv4ZeaLucyB79qg03GehuGQiC9IHomvoRfLofBG3mD2c0AZOkAFmvJLQKLsKQQ0rJSGYbJTXeZFNhEA4JIEhkz/Tgl5D6Dmx8SF43ZQCgUGS3TrQZgQrJObZUwQ5/AwAet2VVCZPd+YeIFmLUrciHdO1dZZQ3q2ZnfKHg/PxjBmHYpMGTdCvYlyohGWSsGT51th25Tb+ZW4a4ZCGnHzwQ829EcRfCdkbAkWlquLJExkmrS922Ipa42fDREEKG8KdtaBIpWbeVBLXJVFwpizI/JC3la1aJCQurRxqslNJS9YqFMS2vbPMsx9KaSX/MtGzc1uFPoTKmXN7vXSu0vSNXxKk6zw/thxVqvyMePHjLG672jmZAh2NhEY8vjAkhqclx2qRfGIRiYBLDqdpUMgLnAyXbapH5nQr10mRq+vqmUO8EmxLaU0TJkWJgGgC4+CEDJqAyGnPjbCgNCAkv5Xki8PbFSRH5zB1GYZwCj8ZSaKUhSfW1nZFwafGIUxj5qtzMWPoQGzSqIRlSlEJyyTBOYfTL36FDeyI7K8VSU1H3PjpkxGO8H6UnG5d8t73aRCGZ6RsQmtIsdl6knkW5nI6kT5TqoWARBZMHQrNpaTUPW6hDJMoloFUhqmrTatG2mRcq2w70nfKUyIM5hbYOHYjyc7p13xSuK4WjuuIPxIRisFFeQNZCJH0U2ieyViui4+Sei4KBJQNli2RefzEgm4uTI0OyUvrrJgnz0snZhFxDK5H2wJyGrQnDDAkhsXUM5Pa+Mi52DaJg/sDv3li2m2ZyRUCEUkky/mNIZHqHS0oIj3gd3ZuXXLWhSizhxY9N5yWoQtrtXiZGyF/um9yCCi2WSzNt0+cHeQc5sw/F84NoqJivKiEZRLx/FeswqKlC/IL1hsRYrdmi5GcbosLuRktK0hKcZZS6v2ieBkxirJw9jYfM/bNCqtT+1Emqryck57Q1WbK31h5QlRFRmRRrhSog62O1uWZw6yeKaybTEDXW3yJqabtqIdNUzzvl0bWvXC9WGZXeaYy+tEmv0ty0IqFxx7JX4SvUbquCI5vZN49OSrzVBJ4PZfos8LVDHXWjzUl8lWaRRTThptrTF2EYAXiIRtCwQrjM3WSDICnDgtC5vQwWRoG4zwoyQKEactMQtK0ZZ+2DeSH0MCp/UmT30qQn1suklC70JxTtzkNAeWPONtV2kBaCEOYNedMbOqoPixTi0pYJhmvvrSPlcXp1137xFLq4V3eYcY48q/MtzTsYZ1uCaL3ET2RISh6a1MScgAAZgJJREFUkTDZoWu2ke/W3EFQomIWykmRBTJZSNlstpJE9YfuPJxtzbGTj1EQEBtmxUwkqpBPJ0YRqViQKCu73pWA05G+whYMU0/llBv+YX9TaQ1J+SbCACRlnY6tDJLQmJsQZuC47CaymGY/In4FoH1WmNwgkCDTEIjKnKStJgzDCALTuDYuFteYKcxJrkRc2riQnFi3xSGbtpweJBf28wkyEP8CGTF7DaXdmtOE6hbWT4ZUG/i6aN8cbs/4SpJ+m9YTYdbcN2FTdraNoAn6VYwLlbBMMp738lUYnD3YSVSMzk+nmdWAknIOScUnovpFh1b1s3Qn9Ta2W5mw3Zplcq4DpyjrAUN6/IUYVXQAOjllh84eQ+RvI+b6LScRskw+H21HpPVzmdyMIr0VfdSFjiI4j2fJsSW/SNpeOp90FkQqmlSAkneTaOvkr6KtI43kKYLE8LEkgXqNlQZQ1o2glEnPIuK8JMFIfjGCMJlqSwIDiKGgECHfb8jFsoB8t2ZAT1se227NXJc2kQunZxqxk7AcSIqyIpGkdAfTz0E73fp8gOEgyJy5p6OiYkNRCcskY3BoBvZ/7l79I1mFFsNNp+9MeM40Umaj+brJHGal9kiFpq/NgjCWVMkhKjmThESy0k9eVORAsgNBeESekibp+qFARhxyMmiS9yMRsh4i7tjIhJDGGAky31b+R3E4ey+646imjfm7Qvyxnpv20xLrvw6Qmxnq7R2sbInwRl8PJhOQj2giDtaHPN/Hh9dIke8H5JX0k69DYbdmhHxsGbIesmqRDIxyt2ZdviRXTuzWnNJLC0pyaiLIxeaYvHgi5weUGqdrL/cmYtLHhISnZycLj9jskNjRNtwzAE1vNzSb4EaHJTiiCflVjA+VsEwBnnHUvn6129JMC+5lMYrdmuUXbWHIh+OQTCOVU4mgdDndakGjvKTSczlmt6GSwpcKT2phZakomy0iYYIZxsnIjgiTERUZiRqwzC1MYOZ0a+UaiTiUwkoyZu2TxylsXqzlLpAu2bSAOS8RDftYFQhVDLL1cADikAIHJ2Uuh0LUfRvnbs383Pnzfrs1CxGFHCyfagaxW7NaIp9Gt1uzz5fVfhPyd2HKclD7/mIkRYkQ8b4/iXTJm6SnPXNd5bovrbhVsbNA2q1Z3BMyw2DRbwWQ07MhyKIeAkqPELcNLx43c+bzs/u2yYIm6DdGXHnllVixYgVmzpyJVatW4a677hpVuhtuuAHOObzkJS9R4aeffjocT+wIv2OOOWbsgk0yKmGZArzgpMPR9AzJkD0on5Z8UfjviENEhbRFnxRK12NeOn3udCvKiN59priYLylFpndrZjniPxokmiV70cM3XEYIBImKdSnynr4ExeroeFxkKXlY/xk7pnDbkYlz1TSyHiN1fCPJKTWMbGgJ23YFOeUjpzSWPBeMxT62/GzxIyFn6iinW0Vw+GEKSj8kZiUsGztWM5AYRPHScSQYBbLBs4hiEzERcspWAyYxdgPFaI1oWgyodVcElSCn8wvVKO3WrLoMtYZKSq8sKGCnW9G2cX0a9l/hic3hX5fKa7gRoZ1uHfpbXOSjOWfuaagYP2688Uacd955uOSSS/Ctb30LBxxwANasWYOHHnqob7q1a9fiLW95C57znOcUrx9zzDF44IEH4u+zn/3sxhB/QlEJyxRg3sI5eOnrX2hCZU9unG47TYgi3Il4Jn6mZIvam+RHWF+Co75BndOKzxaq8uiIGxUzxapk9VSkR8om0gsZkxzlrIDYb8cLrhS/H/kQijjWqPQl1efLKurXjvMiKbGkSrGGQlld57IOthz7jIxwHp8JyV7ibJZ0QVlD+JjEvkAAeHYPgGAp6E9i7O2Q9fQKnEmsdooF0jDTmHZrFtdYGkIiAIpQqSFVMWQTZu/4POW0ZfnA+R9Pi47EBcGfRE1b5vLDcv8QU7KJh2z0zsu+y3AiLZM+QeacbrEgcXq0ST9eaRqzl3xwaDUGBlbaO7PJYipmCV1xxRV47WtfizPOOAN77703rrrqKsyePRvXXHNNZ5rh4WGcfPLJuPTSS7HzzjsX4wwNDWHZsmXxt2jRorEJNgWohGWKcMpFJ6DpGRe29NbLP0b5S/IA81Ube0P94+tFnxRRRtDYShFCdLoKFJS/JBOG4MROu1SgqLPgHlam0hTlIikoQXQO5fzFT8ZgnWHLNOUXrR3FgjryQqEDs9dNfl2kauRzQ+L4keqSO6vHCBHElFyteIVi77hXMdgha1vlsyLCFX+U9SkQGhs/Kduk1C0r9WLoWURO5MvruvjHnn1iZFqAnF7ynn1OyqRIW3X4KkFPW1ZtASYvZrND8dCrpfoBEPFAjY/n07EVieM1cThO3rNoeRJhXNd06/w0ZpD3ZVmw8HJsVij1P+P5AXj00UfV78knn8yKe+qpp/DNb34Tq1evjmFN02D16tW4/fbbO8V897vfjSVLluA1r3lNZ5yvfOUrWLJkCfbYYw+cddZZ+O///u9RN8NUoRKWKcLMOUN48WtfoAOVZcAuYwVNOPQFFLV+Z/wuFLRtRnCM0631dVHFmfLJzEDini5m7TrJglJqsWs0kitlRnle4WK2W7MUYiQilLWxCbcKNSOGHfLwqSJRfaDSuTxNdu7yR8SSNXuxwEG68y/JbMisKiQlUE63kaC6aFFgyqF5a/duzYC1yiRCkQY2uHi9NxDHiH8lcYI4JhlTlCFykLX16cPMJC4n7PUTX1PjdKsdcFk2pOGfuGotuwPbvYb4XSUkJ1pfvicpft/ouOCdWWjO35LUD/mZSXJPpFS/NvyGCWGjQ2BwaA1mDGyPijKWL1+OBQsWxN/ll+fk7pe//CWGh4exdOlSFb506VKsW7eumO/XvvY1fOpTn8LVV1/dWfYxxxyD66+/Hrfccgv+7M/+DP/yL/+CY489FsPDwxtWqY2MgakWYCKxYsUK3HfffSrs8ssvx9ve9rYpkqg/Tn/nS/EP/+vLoGHZgYZuwBXWBaHQY/DfGD118iWQYgayt3Epn9gz+y/DVEbYKTfTdD49xaxDpxiVQIrjAB0v1hGi1zOEx2UniQw4/VWnxIqK3KlwMtVUZQRFycumm8aL5VlxVPkcr0uRjzbM1geFcFuHrE65rPH2jnA+UnorS/bYyWPhV54ebU0kVDp1P5KVgVUtkV50DUQglzYcjCQVSbm6eHspPtJsIUmvgBzisWTDCULDMjABIVAowMcJmwZCkyTpPMvvCTmKTrPyZpAbTq+S3CsIlD8i0RHY21E8wWrF65mcblO7+RlDbcjTE6BhkYZEO4QY4tX27SruITe7S7Ixadxq4QexuWEiFn7j9D/72c8wf/78GD40NLRhGQN47LHHcMopp+Dqq6/G4sWLO+P9wR/8QTzeb7/9sP/++2OXXXbBV77yFRx11FEbLMfGwmZFWABvCnvta18bz+fNmzeF0vTHzDlDePHrXoB/uOqW+AUFhE5ekhKE8yZ8nXU53TKzyNKL+IocCAYgu0LDb0Svl5cZ0+uELiiTGCatJzI6W1Aaa26BIgsZOZGyWTIls7LK3FRTx03aVZYXsxgt0QBy4tJPJnFeJBRSR5fKLJQ/ItQto26y1FVmuBB5jEtWB5k38TWkjto63dqF4uw1rXRzGT1JcKmMmEdiWX6Z+ECCyFsDmtC2/pVITrd2eMZbKxD8M1pRJ6eeTSI/xELg148AIk2KgoZ3cN4xXTxrTGCakM7LKImWWpEl1DVIQC4QJi8j196xBSUcc129jA3IDaNFgx61vnwSFhTXQr6WFAgMkzJ+LqSzLULps4ZeiIGBboW5yYL7rA3NA8D8+fMVYSlh8eLF6PV6ePDBB1X4gw8+iGXLlmXx77nnHqxduxbHH398DGtb/zwMDAzgRz/6EXbZZZcs3c4774zFixfjpz/96bQmLJvdkNC8efOUI9GcOXOmWqS+eMXZazwR4V4CKI/kZJ6zgNIYKlh/uW6Q0y2QtCgRQGmVBZ+9K7/Eyo8miZviaiXphFxWz8fMg1zF3ZpV3TiVEYp0sZnTbT9C0kehR3Jhyuns2CwZsKCOY5N/0suFembnpM+TLi+XSTa+edas060d7oO9l0lgeU+Tj4oPsg66QE5o+u3WDJC5NWFowznwQIi6oU5Ur4/TLQ8xlfxiSJUl86do2fF5tslxljcqBBCnfovp3Ml3KzFaKaMmMPpmxjVX+CqldVLSWi9psMfFf3moSbS/9I0RcWOdyS8ONwy5UBywaMFbsTlisp1uBwcHccghh+CWW26JYW3b4pZbbsHhhx+exd9zzz3x3e9+F3fffXf8vfjFL8aRRx6Ju+++G8uXLy+W81//9V/47//+b2y77bZjbpPJxGZHWN73vvdh6623xkEHHYQPfOADWL9+fd/4Tz75ZOb8NJnYZrtFOO6056YAZ/+69NdaN1JPifQ5K+Jyh5d65KQFigTD/7WKMFP8snw1bZnJiVNxohLKOJeQWdZZydRRb6twZTL+S05nXSIdHcNpnU634tzwnW4U0kYRTLpSE2TX+5EnPi+RrsJ50em2GN8K0iWE/GvW7yAfHhW9fRQNA2CrTdzVGPIRJkFoRH06CI2LGcuNCIFoCnN6HoyMmbg8xcdYToO2TrcpfdonyBMHW/dEGOS+Q0xgeP0Tkk630NOWee0XXvgNIb0vxBmnWxfLbUDoCZ8Z+SJKp1uEtieIYTTDZfnecvDQ0PMwOLgPKiYG5513Hq6++mpcd911+MEPfoCzzjoLjz/+OM444wwAwKmnnoqLLroIADBz5kzsu+++6rdw4ULMmzcP++67LwYHB/Gb3/wGF1xwAe644w6sXbsWt9xyC0444QTsuuuuWLNmzVRWdURsVkNCb3rTm3DwwQdjq622wm233YaLLroIDzzwAK644orONJdffjkuvfTSSZQyx8kXvAj/eN2/JmIRtFLsQngoyA4TAQWyIJAN2YwEpwmELDOGs0+LLy+tecIkBVB2eSkz+RkESkfHuC5mk4ZFRCeqqiDz94dOR/cXnBuF063OTgk3QrOpMmV6lqcrUT9y0BXHyiPbCS4Rx858fJzoj8N5pJoU46u6dMjlnwc+pxSofFRSi/gmSufeSieeVRfIAknDo25RElmyX4VT2aS42uk2XXNBRt280iPGgaj1zywBJMqINXG5zwoiRXHRCsLciC0YnGfjhuNr3zi9v1ATbwkP//ic/FBO6wmNA4hatA7oIZ+2HMkI+82gAQU7SAufJjnqWqdbinaYBn47gIEYN38cuN22WnAxNlvYj5fx5jEGnHTSSXj44Ydx8cUXY926dTjwwANx8803R0fc+++/H00zettDr9fDv//7v+O6667Dr3/9a2y33XY4+uij8Z73vGdC/Gg2JhyV56xOG7ztbW/Dn/3Zn/WN84Mf/AB77rlnFn7NNdfgzDPPxG9+85vOG/Hkk0+q6WSPPvooli9fjkceeWTE8cWJxEfO/Qz+6a/+zZ/E3pU1gjmWYdHFv5E9sopHMszFHhZxeEWWCYAaU4YLYYU89ZIRyUFRXxPEwQGk8g1xkNLKPAl5+hRHl59mqDpRlszHB2dpYhmJbShSo+J1pO8qLysHWf6qDVGIa2UvyAFQOR9VD8rrhZQ+00KBsJA5t9dZ8UP+RSAG8rF1yY/Ep0vrraS1V1jxy7VYKAzJkHgkk28IX4vTbkOYf9QJaun8MI2314jzaIWheF1aLdIxO8/68LQWCh/7fBrXoueSFcOFYRWZh1+Hxcfx8SjM2En59VybpWvQRhkbTgMKjr2EHi8Uh9aXHdJE2WL8YcyIaYbhHNCDl5vbwr+abSBCoQ5BVgegJx6F8NpgaMbh2H7p32Ky8eijj2LBggUbrd/m/A/5/cswMGPmBuW1/ukn8M3PvWPSdczmgGlvYTn//PNx+umn943TtTDOqlWrsH79eqxduxZ77LFHMc7Q0NC0YJV/9Ccvxxc/e1uaMWStI6Nxug3fQv6TTlpjRPxADvIyjBZTSlOUo6w1bJcW+ZWOowyGCFD6UVOwHhnjTnFDQplfSX4ScaHjRqt8jOvisUNS5tIikZdXOLdhVoaSFSdZ8RW01airvI3wyTdSmZIYgYcwtAITxsJoeJOPS4xqfVRA6poT13T5yWLTiFTxWzPOIgqRhLWjpeR0S1yOS4+7XHMlDgU5BzjpdOvplUvFxRlB3qE2+aw0kSAhpnKUSJm0wMj8MKLTLcd16HK6zSwozpfShllX3unWtxX7InF52uk2/djplvMmAloHLN5q85sZVDF9MO0JyzbbbINtttlmXGnvvvtuNE2DJUuWTLBUE4+5C2ZjzauehZuv/1o5QtGXhZSSLZIFlzrXiNLQEmvGhlIZdlA+dFe8aqjPXiwupRSKIEhFRa1lcCF/VjCaLIheU1pVRH5J0Sdh5HRu7lRZNMqyCGb6LkJSIiW6uJRXH5JkzzPSVDrvKC/KP1J6ZgujyV8K5TrOAdGY/h9i5ZvdB3EuFB8TguiL4RKhiXWL94vM49/tdFvanyiRJB7e4HBSrwwFGSNB4GyccddVfjGyTp5wtKHwHlyUvSWgFwiMX+hNTzn2PMYpEkaOh4XTposso5dPEhhECXjIKFIbothN9NxwtOrotFwPQXjCc1Nyum1Da8oR41mDz8bQjPLH42aD4oyIceRRMS5Me8IyWtx+++248847ceSRR2LevHm4/fbbce655+JVr3rVJrHkMAC87tJX4Oa/uq38QFsCAWit6wJ5EcM9UYNErSbyskpLfF4mRciqhT9HZdncq5NKKz4jRXpkBEVe5x7Rkw4pmCE8Mk24nCle0YE6ctmQjSIWqt5ZNuZAxCGRjwnLYMmLOefbJotQRbrCeQehkkSvdG7jq/I6rqdzI5k8V/FDeNCQcUWeSEzCuilh0TP7SCDETUqZLSLePyORY0rFi1fDEgonnVFD5vFWkVfQchiP1zMJm2NE4uTbvAW/Coq0FJxuE1lIhKklh14gJJ7AUFFmGALDa60kf5I2yhSHryDqyaSHHNr4Pqcdl5tQ156w2MjOxDvdet8db6Xy+fUcpZkuDojL0oVil231kcLN3Lww1lk+XXlUjA+bzSyhoaEh3HDDDXje856HffbZB5dddhnOPfdc/OVf/uVUizZqzJozE8ee+uz8giIAHAatbOUnIWPMXwNWmwMxgFIcJ2QqOt2qKbH6OO/TpQb3mkc53Yb8tFjpTLhEGNlJtE1eTWRlFLPPiYz9gC8YElSyfmXL85EIg81LERe+FzpOtqJvIV+1yF5HfFVMQU4VLC0vxulWDn/IfJzN1Dn1GLnwb/YoB6LiZxIJi00g6MaPV/yVwx7W0pAa2y/dn44BsWgcIU4x9iSZ/VfCsJDwp5F1TjN1wpAM5D5Bxuk2SRKyYYKQ9gpiJ96uvYIiGREr3bJth9MkY2jXSrf+DsXF+ExXQwBmDj2vrmpbsdGx2VhYDj74YNxxxx1TLcYG46Rz1uD/2WGhbLaPsKZElDQzx+6wWtjhpZi1SxYUiJVuLTlJn6UomRgcAcQuNUIaJavM1xIFka/jZnCcn7DemDTk8nYoWUzIlEHCMhBlFhYbLiIrU15jGQpyYaQwK7Azx6x3uqw+ShB7Tn2uU9/0eZkFliZvq7i1lvTka6rYulBscxcUPOAtCCZiLDYtw5/IAYmyeGgjWm4IcI21wqS6SP8VxLyYOyfSwkqeyyDnl8kHhM9KaC+h9sHPmnN+rx/2E/GzflrxrKeVbrklJAmC4+EeJj48q4kvawLENIYCNWG/n7GudCvvJ9+NJQsvwhYB+3Ez3jwqxoXNxsKyuWDp8q1x9CuPSAFFmzl/5ogenwigNr0MRB3xw3lMI1Vx+JsRB6mVzbdVlzUFMEMXvnySn2f88rfBYG2raoO6lL5S/kb+Ph1M5CplgYvZ5eX1CeuSgdLPEqmMCpRkz8QcTQ/Yjx2NInpXcq6DvadA8gPnOIXHhYR1AuDHVJIae03K5DNnSptoAbPGBnpzw8TFeG0XaZGJXF7IoJxuA9vh+rIFgm8+zzIC509trHcj8o5DSGSaLRA0ucsyIC1Fdq+g1O5y12VJ3OT+Qj03jAEX9g8St6pFE+9RvCehvEbcW6ZyaQ0Yj5mDz8LMwf2xJcC1E/OrGB8qYZmGOOXCF6WTriGd9BmWiEjH0FHGeUp5xl6IIHptcZ3jjHKlW4g8rDITCiJG5fxR4h6yPh0r3SrNz6mknCmbsu4VTqNdxEhHj9VQCtqE9SlQ5dX33F6z9RgpPZnAkfiNuBe2TFNy+tq2vLePUHx3+PFqBXEje0w6LpBITHxMRdHa6VY8PULppt2JUqYU6hyrLu6pc2LRNFO+rFOLNEzD+bOMLQG80i2QFp6T9ZGE2ROYXMbySrcsSyAthZVuKbwkifRQXFgxpU0L08U2MUNmTsjCq9suWfQuVFRMBiphmYZYvO1CvPpdLxUKX/wYsWeXmkJ9IiJqYPnpxD2m1SfG6VaWQWq+qrgGCIKj89DpQ4GlPPhTLfaGRtMrK5KsR0fjiWKctZiI5tD1zlldxn+odBGpsD7ydKZF3iTZua1CH0LlzLm9XjpXacaRHghf9Taj6DMRI4HpKCtn7aMCwVRCuLjt1kdFW0dSXEsoupxuk0zBMiPIQVL2lHxWAJBaWj9Ng05K3cXjVJVkMWkFQWjFu9uVH0jLkyxI41npNgwFeTMO5OaKqZW5PL3SLcP73af2AhwWzTkNs7YQ6woA3R9syK9iXKiEZZrixLNfiKN+f5UOLFpGYJS+JTVjeTusNucCIMKn0OnWKmoRlHEdZi59FLwuQyfNCihUJy8znReJgC27K8zKbf+G45GcbnW+rljO6J1uCWHlsJScuZ4sbxxOt5lQyuk2NcbkON0mjNbp1pGfcdNDcJSVBCbakxBer6lxuo2+K9TE7oJkGufLT3dIOt16RP+VkHhoxjOwbNGfYktCnCW1gb+K8aESlmmM8z9yCgZnh0XtVG8dP69ET8w9SQ79frg8XYxFiRwI35ao07qcbgul2OJyaRJB0RYUEyVUVJIDJ/JRpQYZ5ToxHEmJSSJMZEwiohPxLQew9VOHoejSdOosnQyzhEm2g/hLpetdadQ59blOOkwcx+EEmPhMDMS5+EhPVVSkJxEEoPDI8r0g6McNtvlSI7MTrGyoKJZwuo0WmRity+mWVTUyguWJBZMnpiSyjDa2idxrSDvdJjIAl4aROE9lOZJOt2baMwvIpIIpily4XFpQeG5QdL5lIhbScKq4oLUTg0Pk5WwBrCf/G0aDFUv+Gq6jz9lsIS3VG/KrGBcqYZnGcM7h5POOLffscsgHo3gRRu10C60IrWIdrdNtx+fwRne6tcNF/ZrEXp9Ip9su4mDCrHiJRIXzkvyZmKPpAEdQLGPtQ6Uyl9nbR0DWs/C4RB8VzsaxUuXzjeN0yyknxOnWiaGXIOPITreu0+mWHyZJtLwsBadbiAxiS5II4uX2Ka7CK0lTIjxMyCi2E28HkG4vhzpsNec09Jo5qKiYTFTCMs3x4lc/D0OzB/PeuvSpn3EEJ/8k9HW6BUSvHa5JgjNKp1vle8NliJ9hI95UmjpLXSWR+UhOt4KFTKnTbb+0edH9z+01W4+R0lMpcCSBbCX6XJbZj0IovjvWsAZovqnIhJRmGjrduvghICwm6Od0K6cfl51u1QdJbI+y06180HjIKPnARDYjXmuWjgsUbSIsLj6+ng7t0MOyhedhS0QdEppaVMIyzTFz1iBOfeuL8gt+4B7qU95+ivqeNsUfjdMtjNMttOJX5RNQdLqFU3FG63SbVrqNQhniJOuRi5Q1Q3W6LZ+Lgpw5jyd8P0okTjmusJXBZsQKMEYC01FWzmNxuuVncPKcbsORS49byem2CbWMe3gair0hTrd+iAggpFk/udMtv+bCgZaJmuPyGyFLIE0OkBYU3y6+PLl8nCyHsWjOKRjobYUtEjRBv4pxoRKWTQDHvvIIzJrbsUNo3xeAe5tcIZdRiJMRHOF061B2upUCVafb7rK7wqzc9m843mhOt+lW9CU+fZ1uAahPyU3G6TY19khOtzyxl9dfKc4akgQmEoiUp+Nl9glAwek20j7RaMnZln1e2OnWDhmlWjGplHYVScqcg96MO6QdhsNwqOkwAMIAli04GxUVU4FKWDYBzJozhMtvODsnHql309eEFSJ1/EgayKbjNMEcQlCJIHVaKjikzz+h+SzG0fo5JyiqByUTJXzfSXLgRD7aWgJBosqlyjKSDuC8yJSByHtMzYsBsZ0UmUhhWboCAbMyKuFZvNKXWimNOqc+182Nk3H5euF8Sp1uyf9GdLqNr4J2uu3aQBFI9pVup1tVw9RkwmelP4EJaZxftI3EQ9PldGsdgwEEq5Cx7SgH2mEMoI1TnpnotFwZzjGkaeQQk0vvnaMwHRoOOy++GoMD22JLRR0SmlpUwrKJYI8Dd8K7PvWawhXRq9pPSr4se3+pzEs2dc6rUESmYfo4+roYLthHp9NtIAtZj1zmSeo8U/xOy28Vu1WCKm6BQZjs+pIPGd5PBkuaRHypR4CO5s3EHE0P2I8dFaKW6lg4J3tdch9bT/O4bJDTrdekCE8OOp1uDYNkysCL1SkZmMs7phTimBLhYEqTyEtS6LEZCADayOGkVcc63bJM0ek2fAh0Ot2GQpogd/JXSUNG1qU2WV64bmn4h2XkTQOUlSbdLmy74EIsnL0aWzTqLKEpRSUsmxCOOHp/bLvzktRzx96b1J9OH48uPw0+I0D32vETUeTL+76KPKNCNuEQ+fFlGVeSB0G4YnAkCzrfotNtrEZiB0Wn2wIvYuHG5HSbkqXmtxxNFd4HNn6//kyU52TYiPlR+Xqprl0Eq+tc5tlPKEVyCk63UUmHcEMmoogT5nSL+IxJh1brW8NOt3zsmHC4VEZ6HNNDxD4rcsgn+cAkp1u7UBy/h8kuQ7E9OPfGpdJEi0YZeJE4njXknYft3kSp5aKfDXh2kvdwaV2DYTSAW4Bt578BFRVTiUpYNjH80dtfrB1pU/eue9jwS/pDaPfIJaS24p6/YHpWXwSiPArdfqY9hAoRSqdoGYifoKXaWmKGpNEyBalS+b8dTrc6rFCGyF6TLH1RKsJOktGR1sraeW6r0IdQOXNur9vzyGP6XedC1XV9XnS6La10GxqMlXPnhyYTBpf400Zb6ZbldNqeQCJmcjz1ZfZA6IUpwro8lla+JYnAkFkoTl2VQz7Cr4so7PUD9lvxcvmdk4X/iZODQ6ElXCIwSaZWtG2rFIB0um3JW6GGA3nZYeFb4FxVF3VIaGpRn8BNDEes2Q/Hn/acopItQSkdE5i9N0U/GBuZSZBRYvrzORXUz+mWlWXMz+epeEZQ+FpWwQLk17Atu4MIZc6phvf1tUCQuWSJk/k67yIXfcNK5zYv1U5BIfXNx5XzbUrxwx0eQa7M6RbQ5olROt06W4hyuo3SlJ1uQ7yi062UU/0lIX/udJtm5DTR2sAzdhpHYY0VAIVZQ775ygTGD/mI9WvJgaTTrSRBTGbCQxYddZFIVkth0bdI2oTTrZw1ZPY3kn4uLLf9UHGBxDk4LJh5JJbOOxUV0B8wG/KrGBcqYdkE8YZLX4YjX3qICY2fWv5UON6mc8SeOQ6rNOIR8D1/UCglLWmLdGmWkBqGEl+xTjvM2vSqiOyFNm+3JQNZfqJuWiP2sZikk/L07b4toGSPut6Z6o6GpBTKzY65iUsdnw0rnFuDXHd8GtW5crqVdRK3dUOdbpNfCnREdrpFH6dbUW/rdFtaV4UTSPWuigSU4yqXrQiMzLOLwMTpygCQltn3VTdrtRRllMNZ1m+GYh14V2Y9TdoVd2f296jVVhoCZg8dhj2WfApb3Iq2FdMSlbBsorjgipNx4LP30J/B1qFL92RWh6draijHpZ6M46ZeU32BM8GxeQPInW4jmYDOAwhW6gIzEEHF7tIoyBhYUuQyjZRMxXV5tPGSD3k+WnJhogH6dhbzLqYqXHeF9u2ng0aKWyJmpl59nW7FcU5i5LOnr+nyE0EpO90iUg9/b1NeIzvdpnKiA25gXsqFSlk7cp+VKKpcbM4lmkGinEiVQt5RxtjcrU5vNkf0CcPATmxbIMXifEgcuZg6Wpacn848OLAr9l362UpWBOqQ0NSiEpZNFM45XPqp18AN9EIIid4vBaUemD97S+SGezcCNSaNJSjhazWD1f62PEWGRFz5xzrdxsuW9AiNYauunG4LMnaSoAlwui2EFQrKSVMpzy6IvF2prFJ6SSRKle+K33XeFUflW0jgxJVggVCGQHmMdE0TGK38FaFBIhdSFgLrdjFriC8Kfq6dbtOz6Jzfi6dxaYqwr45L8eKjLcgSEwpBYOSQjfSBkTXQM3681LG5Q3o1BRn8XoZhLCYePGQU2y7fndnn26ANU5fXw2E9ecKy77K/qn4rFuzcs6G/inGhPo2bMAaHZuDlf/R8iO1WIXrc2LkpRItISQMLkmEdXdNJ+kuWj1htyF+5Mp1EHzmlHNb/RirLPu++NCpI3qUjlS+mxetMeaJMViB95RhB+duvrYzbuMK5DBsNweJdlu3toY74glvGQlUZ+ly1Q2QJhj5EpZ073ZJJKq0DAFsawlMU89ELw+lHNyc0UbELuk2ByaT1Z7U657g8pBSbzyWSoY7DC+izlQ6vTFxcJGR+GEZbPUr3viW1nFx8F/3OyXqdFgm+J2xBSXUSU6OjT1lgss4/KC0abD3rRRgaWIoKA5qgX8W4UAnLJo5Xnn0Utl62QCh3CCUvvzdjT69JDYCogBTpSNreuuPFPKwSg0xvygREB4n04pYUpckikR6bmFRSwX+i/NnSKukD1gR0ZF1kUnmZmbKFCZfnYyUclmhkYrssDQGJqAhrgsqrUxYfOCI5KlWyj9Otkk0k0ftR+WeXH9FUpCGUHESI1hEuXlpIfNF2LRJ5k/Rmhok6sINqkjK+PjF5IhxNYMeSJEUBwdYP+S7pGT9ezlakJ0+mnIzLC8WlRmDfHAeg51oMOG9jaUSZLZtNKdWJZLuI+rZw6GEedt36HaiomG6ohGUTx+y5M/Hx/3suZs8zS/fz0IjS9EmxkbRcOCBMYRAEI317qU9LPg3pKbN+WBNCh9OtVZ5RMBnX5GXJAIwzpsjCaMQ+FpN0MuLidaWvI8vvRkNASmGlOLJc+5f6nMt0bZ80Y8mz49xyPxkg+W887uuTEjIm2axpaEQu1MY3WpNpUo8Q85aSRUZze22F0fxQEC2nSQuXwU63TvqsCDIT6+yYYcmSxOwpIaeWS7nWQm6uyBYU/+r5G16yMnn5WWbxbodwFq3BIA7e7v9gaGAJKnIwD9+g31RXYhNGJSybARZuNRef+ue3YnDWjBSofDwscTEvje7ZUyDB9Oz8V/SwSvHrTJ380o1ESUrgRFKbXgd1OaplU3kh5TM/6LhZseSUuBmMQs7C+8lVUvyFMNucJQ6S3TxHmZFIyWZzKbVllufozkn8a0mQ5K6xre1zKJQrn0fCk10rPwQUKkDhAXPmhhDLwtISlEUGhOKsHsD7inj7BA+tsGNs8hMBW0CkzwoA57qdbhM9Qpy9E+0yzmyO6ACXLZsP/Y4jkTuetuyEz4x/HwUtk3sFUdgVyfVw6Hb/F3MGdym2cwX44dnwX8W4UAnLZoKFW8/Fhz/3RvPZCk0yogkA5RfHWkscoBfdEtMx4wef1UgiriUSJQ0uFbV0ulXEgTRZUPWR6U29SuRC6F6t/0gpSyl2TopM3iWlbAlJKZ25VAwsRSiQKqED++fXdd2W2e+8kGfeB5OJlpMc1YeHC3Y4B9BExYmHo7yOitLg4FlDPNVdx6b4yLdGDoCUU2zi2dLpVtTG+qyIx5BJUePa8E4FMmEb0/lSEwlyqZ28lGpYyxFzFk1EtAUlkJdAetK+zSkdocF6arDP4o9izuBKVFRMV1TCshlh5722w77PWJmIR6bARID1Ncmihq/IbFaRUEHOpVV38xJSHjG9LSopsezjmft9JijigprcZMmAzV4q944yFJGDKFfkU7SGlIhFF2ko5QWMaCIu8c+gDxNxlPK6PE1WH0O0MmKXnTsjpC5AcaW4vLzPxIlIXR+WMdgha59EaCjjolI8iPpbQmO5XLyV1CQFL/Ya4lgU1lWJM3wg+DL0g5Vqm9YxKk1TjuQa3u+lkfkRN0BoBiYwgCAx+awfv+ouT3n2/0Qywqvrsrjq+Uh+K0O9HbBkzha+T9AoUKc1Ty0qYdnM8Lq3Hy9mDTk4STiE1tDL7SeCo1SRWmclV6uq044ER8SVQ0aWMQjFr60nVi5nyILp9QvZx+9LZ6JZ5S4DS3KVUCBFKtwq1BJJMudSnqh0OlhMJCn9HGqz88KO2x1ETR304ykm/1K9ovIGxPMj/zJJEAxMaFQ9i8jp0UiIGTwknmeyShnGCmOHmKR1A5Fg6Jh8Te6knGrQSAITUrLMiESELSbpepz9JGT2RQd549oxTsknZ/2kFXGNHw4ByemW25NXxvUfIjyVGXDYe/HFqOutjAI0Qb+KcaESls0Mu+27A97+kT/0J7IjN8M9WdfESkKGmRk+Fmnn5dSh5pnoMKUTrdKLKkWUyQRLJRZid550lWPkG6kMUxfZDEUdXQrckDDxNw5NqY6P8o6w1DGWrseT7viEUhohsrO3UChuQRwSj5XXTWMa0qcuECvcXAYblq2pwu3EsqghHk02IsGI9RLPuCBmnou3GadPbaLpDj9b3u8l7Q3EWbMVJ7WVTu/Ew0m8CzUTHrCjbpoNpZybkYiYWi83VGn3rS7ENrOfi4qK6Y5KWDZDPOeY/XHJJ041Spr4k8x3XHaNE+uYGz8jYy/v//A/0rHVsJGwanqE7O+FQRtawJBNByOQuk5Sq4wb8TCWcbxVw0jy0EFfkGVYkgXN+9RF0mGl6dQqbolMGEKR+UrLpuvKu3RuGWqUo4t9kSagGcOllFzef6v3SyTHwVg/dPHKUiFugl5rRJAYQShEypgj+6XKR0v6ySiCEQmH3tU4+Xogscag7Vnpe5KUhpAkmUsExsVy+dnzuyPHlxJMPvzrJ+TI1pMJ73BY9A1wikQh1IONcJ7YpenRw+R/eyx6B1YuOB0Vo4MjmpBfxfhQCctmime+YG9c+MFXGu1gDkfyWLdfn0wGuFe2yj/0wvLrNf1kRy8TIX0pRmaTwpWeVIrY6fxjGmFxMNll1SMIg4Ddrybl3Zd82PN+1o2CTJI0kTxXddLpShYFdS+6ys/yswXrOAWOkiHeQksInSY9PPQhH7l0TPH5IU4rRMydbvkkFSgoihCOfTj0TUzVtX4x/krjxF5DkWzw40k6H2bnTGAgSJIgMI0gL7y0vvRfIi9uKimSC725ofqGIB5ccqoVFB9VU6O9ALwP0u6LzsfKhSejYgxoJ+hXMS5UwrIZ48gXHYA3vOsE/VmrF30IKGgjHiJSBKOb4JT3DnLB2iK/C0WZkkCJT2DJSShLKR2B00/wjhhI4oLQbTr/eCLlhpJNJSqVKc9LaS0kBywUkREbk1/Gl+z1guxkzrMM+6IQwZDV1KZ8b1xOekwGykgni7GEhjloONdrjBieq4aZ+DlI1+OsIchBmyRlI8rhMn05eil8TzZcTmCExUSunuKHjVqdX3wlgyTGLJlceSm2B+c84IaDsy2nD+8aqYGl1HaB6fCWiDsveC12XfTqrptTUTEtMTDVAlRsXLz4D58JIsInLvu/PqCl5JTLUBpHwvW55jvO2Olr+zeEhvD/SGcHQWJASMvGZ+U4HU7xn4JW1pcofMFms2Os8rZlhHyiktNcqVsDG2Ubl8iw7WfOlbI2ZMmZ6/HcoWz1seeCmTmzVkticCHXjAWV2y4JYxqGz0nHTdXlpyWUF3YsZmUbG13qbJUHaa7tKHsUEomxhEbaH0g9clx/tpa0LpAWAI5aYS1JZWbTqdWKsa2qtxwIInJoHKn8VB6RqFKsFxHQugY9tIEM+XsV08fXqg1T20N9ggCEBg6U1g8kYJcFp2Lvrf8YFWPHRAzp1CGh8aNaWLYAnHDy4Th89V7c04oeOCAt7iCIAH/aGsuJ0CgpB8lEWFFLE4TmGj5mUJJp1XBfdiMUpRjekV/JsvT8G1lcNwQgE9eUUYRJm7l92OYppS8RAUnSOmS0dS4PTXUxKCOTrWOJkRlTh+Sd0Jf8odM81MvTYT6KolK8Vl4IzmeaHtHUQGQbgB9ngnKyjcNM0SKj62LXVYmlKEdXr+yj1YQpiSBRpCwm+cJzzrRvtHSEEikM6UiflfRYeFIX/WjUbfLUz/u/tOnNdKQeK4LM32G4dZgzY0/st/j8QrtXjAo0Qb+KcaESli0Er3/bi5RyJKvoOpbm99cgXjLxWSu1VUyriUrsnrOvCmdk8THlVFayCjDpOhuULpj8OFIkTKIuiRBQOKe8DMr4RlYNdRhlMMdyA0JWeqYiqoktESoRDnm/bPMWmjtHV88Z2iOWKW9KEpbMuc0u8inxmCiCw9eVjJS4prg3TskbGpV9VOTNkmKGsqQvSKpOsm40gijEheGQE6pEhtKwj3Np0TmEdVu6CAxbP9i6FGvGvEbICegdmV14uGRr8Mwh+QoCpCxACGSrdQ7DrsHBS96Jig1AHC/cwF/FuFAJyxaCpdstwivOeE4kGqkDZdgXKfTudqjH6Q42agDxme1kHilYKGubR+EFlp/tzqYvhMuEVrFbGdBxPTNh5Nl1WkPYMmTjl76sRvrS0hpoRIzEVSyJTMeuEJbOixzHJM2ykvxS1DPyGnOdrSGK0FinW3Gsyuc9cuCfOraExKX5KVlGeAaOfOwAtkEkGZwp0xcVSpB1jvzep2qjg6+slyQcZEhRomC8LgpTJTmzKbVB2NTQ+b9ybZY2CuRrxzOBvA9Zg2E0aKnB9nOOwlZD+6KiYlNFJSxbEF5z7ho84zl7pABLFOwUZ5e+6UKEDpICpIXoJEnh5fmlWQHlv+LLGtCGFVW8A6hxauhIcwES/6Y08iPcpewExNL8BUKi9B6gp273IyAmvyIH6WIcJcZAsE2ftVXWdoav9GciHfJYwjOizN00SloCVBh/gHKYIDRRdGE9iJYMUbSe1ZYIjT9iVW8Ga4jjUEai0mgppfLjs5pySSQjsVaiNLTFBCbxbO3Em9rOLs0vX0d2sgXSPkXCR8YxRUrtx1g4uCeeufRy1MXhNgx1pdupRSUsWxCcc3j3x1+FQ569m7liNJoY7um3NL81oJjC8itCQ8gvc2fyisn4K1paVUQnXowfyrazueVSF2rZizhU43ScJqtityVXVDVT0yVlL5ONtfMqWXEsyRrpvCBLKX66R9bkoM/TWigiozhTJpUVVHuod1oELmsC1t+KkOZ7D0kfFS5WWmgkoUnDSySLiJaIWGnBydUwkiVNgqjomoXY7IdjaYl41ezU6fLS/D6to7Bmi1hnpXGJZMfVghGGgMhTopYc5s/YHUctvxaNq3MsNhh1SGhKUQnLFgbnHN575ak4+Nm7a1KR+usEqWwLX2Z2jRb1SRp7fauxZeYqM8lHUgDk3kEhr673nYz8JSUtdJMsVCpW/mWbHtr8CnLYvYGKU447yIStupOBnekMM0M5jlPnMO1QzrOfrKW6AUidMZPNQmTKxFbsCNLp1slY9uFkQkOA3H3Zp5MEw1hLHKXdK6zlh/SQEl9gGpEcZFNz2KX5xUujjtPS/D50tEvzM3lhohdfr8CAfJ2SbcWJ8ubO2A1H7/gZ9JzYyb2iYhNFJSxbIJxzuOzKU3Dgqp2TIsnWSuHPX/NXqBC1ND8nodSRKmVHegaGUs5FEwDJXtkWDfFhq/IieUGGKVmEjJTHt2KoY1lmByEacaG5UphNZ3mZ5H0kz8mcl+J0nNu/I8U353GGTEedmCSo436LwPE5yUMmDxCzhFKYIrQhoRTVDis1jpJlA5q0MFnQTeNgLTBcd0KLlsazNL/Pa7RL8zvxr3AJ9iWI2VG+XD9w1KLBnBk745jl11XLygTCtRPzqxgfKmHZQuGcw+VXnYb9Dl2BzMvPx+CIRp+L3hk2jQmQJMXZqInsZNYNRF2U5AiBmXJURICVikvhXYpayVsuI+MYJeIhiy6IooqRx1GRFmQ08UZVVkdRxZBSWxSsF2TO7fWUhbxpIpa8n6KOiqcEEhPbPCM0FI/L06CB9By5kH9qfGPjUARGTXs2w0iy/EgQCIir2oaHwQmi37U0f7LGJGn4+eal+eOKubDTnAmNa9HDsCCAvAouEzof1obfMBzmzFiB43b8DHrNYLnNKsaHOiQ0paiEZQtG0zT4s0+ejn0O3jEnFHHwXve+2qclRhYJC0vch3D1WcvJpFYzX+f8Ymekx043tcRA9gmai5j8i4LmvK1AENTHvkxE5lcqZwTC0SVX1/Ws/xvp3JZriVGBWPTLM95GFW5Ijxgri1H5PolHzStqTVqacS/N7895rVi5JxAhERM7c8khlSmtJdZClOotpjmra216hbKNCV3MKlpZWEaxVlJ08HUpDyTbTCyb/VVaOMwd2Akv2vH6SlYqNjtUwrKFo9dr8MGrz8C+B+9klIFLRhCGVWzy0oizhET6ri8MqyQz5pO+bMsy2Qx0UPaBHrPSlqAiSbHl9SMjHSQpnktFVSILMq9RoOgnY2TKSNhYzkchSGo/vtdO347s2aH8yJC/LifbRD20FcPnoclNso9AsVi5ND+x9YRJliC8yVrSf2l+O0uISC/Nz0M+xfzUpo5gNgUmV85RHHbiS3Fjw9jkvrw5AzvhhBV/hYFmCBUbAfaDZLy/inGhEpYKNE2DD/zl6dj7wB21tnNiJL5ASLRjo2A31ooCEZ7lkpSADWfGlFlQpDj2krTKjEAmYkAkViIjyo/J1KHY8fQjIOggTfJQyGhFzUiVjGXrZuIUHWi9+ivnadu9cD075yyFWImM6EXPpGNRdLq1baXysNOg9caFUkTp/+F9VvSuxzJuJC0uDSklMiPWbRGkqWtqNQ/5yOdEzRKyDrMyD0maucYu+KOQX8HFp2+jLC5UqiUfZ/bADnjJTtdVB9uNiLpb89SiEpYKAJ60fPAvz8De+y8XmkJohMI05fy1c+JTk5Tlg0yC4kurrBtCW0kLCjjflH/h41rlV3KCHc0aKhlBEXUY2eYQ4nURiU4yIGQ0BY24f5AlSpZ0ZUTKpcASYSiVYQiWmuEsCEFJPumTgqD087gukhuKMgaVPtal+WW5kpcpKwxFsV2MwY+wXZpflMexKOUpZyGlvCLdEhYYhPp4KZPTbivaNPivCNIEk74NVpwWDnNm7ICXr/hMtaxUbNaohKUiotdr8KG/PAN77rcDAKO/OoZ8NLkgySMUMoIi+Y/UKFFxdjCIqHgKlCHqto4vmMwsy1qKdBwpYr+PIVc4LBESlMMmZGl+Zf4ZWU4tQBe5oHRZkkNzXrxuik3rhIQwp4sq+qSQSKvEE+abEZbmBxB2AkqERtapEZYWSQPshoSKwECsHcP3y8ml+VOeYo3dmKcXlOKNlySIUzsQGiL0nE3PuzGndVaG4TBMDrMHdsDLV1xbycpkoDrdTikqYalQ6A00+Mj/ejX2PmC5JwVm2nPkJ8peL80OWquWFbnQYvL9tbyhMLzjJNHILCgpIIolFWmJSJBgQbIaMkt5WLKOALn1wxINS0IKCj4rc5T9mo2WJ6PyqR5jyeJ0tYM8J3td3kNRz8hrRBtYnxQWqWQBseJKYurvoNigMFgz2EuE4vBTqlT0CYltUSAYSLKlXEM5TvrBuIwUEVI9MlKEtMs5xZVtuSZextgubLWJuzHHyoPIYc7ADviDlddhRjMTFZMA/2Bt2K/ylXGjEpaKDE3j8KFPno59w+yhCOf3PPH9KhWVXIftA9qkIuOrgxTbBklyYr1KoxIUmtEUZeMWrSdcRkn0jiIzS4g9NmmLfVUX4+iS35CJMS/NP9ryTZmd5zJNh7VDCk1ByIwvEdRjxYQm21uoY4dlSQzUonCxnAZqfyEkGaSPCguTHrXcAhOro8gfkxmui1gjJcqLyNU5hSgtWnEioaE0tOUXqONhoAbzZ6zASSs/XWcDTSKqD8vUohKWiiJ6vQYfuPJUnH7mkZgxGBaeKpEUhjWThN5ZEQyhEaxOz45jjz6C9s8y4s9QQqavOgiK/qLOiylaRzpQ1OMdZKZImkZCiVSVrB+ZNaIQn0Yb3/U911WQJien2j75pIQgipdSUtG+/NjwirDSom7F4QDvS1J2sjX0yfuoKAJjHlUho9zI0BKYrA0oWWC07SQtq+9cK4yX7KfSpAo5gP1eArUKS/M7AD3sv+hEnLTyasyow0AVWxAqYanoRK/X4OQznoO//+cL8YI1+2aryPZdml9+Tsdeul9pZBSx+AaNvX76DJYjOSaLkLpQmBM/W4bIg38dBiQTYIoYyfrRh1xYsSyJKpMqZ85NnHDgYK6rT/4+eRbzy/MvkiBJTPtUXM0SiouySbIQYimSJJ1sCWxr5yx0KfI51UM/MmLMT7BCTThIEA7t69LE0jSBkZYTXlY/1S3l4ReHa8MqvPLhazBM6bd05oF47W6fx3OWvgED1bIy+UgP3Qb8proSmy4qYakYEYODA7joT16KV576bKUN8vdOfMeaF9NaGlzXWysVryAPKfs+FpQYVVp5UPQvIXnQZe4xMtusiwSsZP0YyQLC6UwYmbYokSpVB2sFspadkqVHmjlKeXSl52pIIiUsGuBrTsdVlLRrRlGpAQn5LCGRLCp+8KNHSFadJBcTDElaWKzSrfe/RGy1BaaNQ0hyllAiRf451U2aJI6kJQwTNNl+QKmW5BrsOu8onLjiCgz2ZmftUDFJqE63U4pKWCpGjde8/ki84pWrkiYqzhIqf0Hk47ZWkylN4Lv5fhaU7IsdSWt1+bjYYyFGsYyCgu6yEpWtH33COgmIOS/1bTGfAmMrll9oS0B3nIX4ZM7VdU5uSZOIQgX5JYnh81i800TWLs2vmatneMr3A4B0hGVzF4mqWkffSGAEU9A7MYsqxcdbrGyr8m8jnS5Ocy7MEiIgrgHTimeCF4Pj5fZ3nfc8vGiHi1BRsSWj7opVMSa8/o0vBAD8n8/d5QMIiNMXMqUYpmMCgkzwSYySrmfJCXByBxZhGeHylGUikR418cLJtOUybNyYXZcVxXwKlxa3U4LDhNlybJySPELk1I758BjJ8q08Ml8nBLRlhWZRpKokC8wtjXnrU35MpEKWwysRBdLi5LEga3HXZV2kaIfG5yUJHhMMrnmQSQ/x2Nvja2Hl9EQlkBbyM38aR4mzu/Jmhmx1aRyTHwoLA/u3hf1VuN12n/dsvHj7t6NiGqBF50fLmPKoGBcqYakYM17/xhdicGgG/voz/xbDuPO3BCPBaHiZkBUBJU3hJOmQWXRZUBySJndl7crBUonKrHkIZsTdli0hKZGQjrRl0iTiGCNCCaWoqi7OlFM43yBYAsRhkgRlHNbWnBRPBPoTmtREhKYh8xhISxPFQ7tZIsGZRyMQGDYQSdHF3j/qVjChIgQrn9c+3kpCiI62lPxpUj10fo6ApglL7AfW14YXiSXfZ/7z8eIdLixbFCsmHRMxy6fOEho/6pBQxbjw6tc+H2e9cTV4OCfpBqE8RjNLyCk9oxRD7NVhA0VR9jJ/DXfkmXUVWRkyL1EGK9MR+ppMLVsZ9Ud6d7n9LpUISJeVpl++Wdvpc5InyuTgzG1wnZWRjwVTCX9v3IhD+XZp/pgV6XZVJMAZomKWv5cgZilmKdx0y4W1RMwSyvx2Yv6iEXipfyQCKWcJ9Zx3sG1C3Zw02TkHQoPDtn45Tlj+1kpWKioCqoWlYtx4xe+vwv4H7oS/vOoWfPtb95neXGobypRcvCYNL1ZJimj+IJkzCC6n23YYY0SLR6kMkd1IRKBgVZFWHCC3drg+FpxoKZHnon3Ke/sI+0pHvl6Vkq6P/VvIM5PVtAfXTRWrFh0hHVlQDz2Tx6V0oeLsNJt8XEQ9CUBDseCYq+TKTTpmS4oPsAvRpUTe2CeeU0rkJ9Jsa4ERx0YabsX42BI59Jz3SvFhcin+NHy6bGhXHL3ta7HjnH1RMc0wEU6z1cIyblTCUrFB2H33ZfjgFSfjzjvvwUVv/5ywROgxgWidiAqI/CJ0FlIp2qGHqGCC+hJFsKLX6gK5og+X4xRtSvHUXxG3RFIUmTDyjzik1BGWLdVvy+V0igGROTfxi2lSPdTfkeKbc0s8MvImwuKxmUWkIiuioHNKuy5LQkGIXMeQvpa8f0tyUeogGIEsQMRjUEzFTxyU9YbQJr7TpPz1LKHkiOufT7nNofMuEcTL7gPHb/cGHLr1GlRMU1TCMqWoQ0IVE4JVq3bBxz56aq6YAyZ6llBXOSk/na54XMpHf4znUbvKLcnRBa4j6XPIc5iwfnn3qW5XiA+WFhAT3xnVXbieciZ5Eo/lsA2JOnbOEkIgD9k1Crsua3E5S8fPj1oEThDWIAtB6hvjZCsIq54lJFoh5jPOWULR5uIPW/i9gFo4DLcOr9jhgkpWKir6oBKWignDPvtsj7/4i9MwNDQQNYAiGOkTNCXq98FC/FWtosd/kfSULkQaHcimLZdRjFCyjMCUaf9a8oHC+QiEY0RSZOTM2m+053ZZVxPHcpS+eWZ5G9Ijb7kgMUwemNB4ApIYW9MQ9NL8Zt8hJYsWisIGiZIQJ3+SnMCwmN2zhFRgSO/z9vkky5/NE/D+KnIrgPS8DuDknd6J/RY927ZmxXRDXYdlSlEJS8WEYs89tsP//us34A9+fxVcrzReUNLG+Rd6ccNl+UlcSJ48JMsdglyFtsgRMgJkypXllawhhYyLep5M1C5y04e4lFo2nhfkJ3Pemdk4oByLo0Z2hvTkLaGcao2RTeVtxS1tlhSLlsRDEB1oy0jJAsPlKQuMM7efLTAESCdbP0tI2G0IkHsJNWjRSMddbzfCwYuOwnl7/gX2XHBoXtGK6YcN3fiQfxXjwiZDWC677DIcccQRmD17NhYuXFiMc//99+O4447D7NmzsWTJElxwwQVYv3795Apaga0WzcGZrzsS//A3b8L8hbPMl3z+OV9UvrFnt6YJbZ3JLRfhaxjpmswz039ZGQbic3w030VZnNFaJpQ83Zf4oJ8zrI7ccT5SudZy5UxkFVecK7I1lllCninYbGWW6iPVlKWsLoVZQkaamN94ZgkB8l5oUiSFJzg0YTgLLiwCRw3WUw9ws3H+Hn+Bly9/IxYNLkHFpoG6+eHUYpMhLE899RROPPFEnHXWWcXrw8PDOO644/DUU0/htttuw3XXXYdrr70WF1988SRLWsGYN28W/urTZ2LhorCUuOEaGmYIQXyLJqVHkfTYxdJEFgklJW0/l4NmVqMK0uDTT9GXvv6NDNba4VT5WowiJxAasmj5kakKpIPjOHt9RFNTnr3NXy12HNFhJrNbOiixuXKGUpCSJJ/mrJ6ntDmiEsHGHWGWEKQFRu79I8rwaUe3lxDbVVryP3IOA24W3rrXR7H10FJUVFSMHpsMYbn00ktx7rnnYr/99ite/+IXv4jvf//7+Ku/+isceOCBOPbYY/Ge97wHV155JZ566qlJlraCMW/uTPzvT5+JXXbVX5GdXxlSKfaxoEiTR25B0RprxL2EbPkmbuk8U+b9yutDUlTW8tyKZoeh4jnp82KcjnP7d4zpM2OZJTRIJCMe95klZFeb5SEWBzlUIwlFEMVYWphcqGvQBEMbj0hwmiRfqnIqcyx7CflFFHloybO7BQNLcNFef44FM7ZCxSaI6sMypdhkCMtIuP3227Hffvth6dL01bJmzRo8+uij+N73vteZ7sknn8Sjjz6qfhUTi9mzBvHJPz8Vf/L2F2PRotkI2slfTJrMn0tF3MeC0rmYltSSIl3xmON3lUGFqP0sLiPkq45lv9WPTJT6tqJVpFxUMSTmn5kiUgQHrboL11NWJE/icecsISm6I6/g2cpkN08MGWR7EKXsxCwhTS5iPVhPQOqL0c4SElWK+XTNEqIoW9p92YfMcLNx4g5n4q17XYH5g4tQsYmipYn5jRFXXnklVqxYgZkzZ2LVqlW46667RpXuhhtugHMOL3nJS1Q4EeHiiy/Gtttui1mzZmH16tX4yU9+Mma5JhubDWFZt26dIisA4vm6des6011++eVYsGBB/C1fvnyjyrmlYmCghyOfuxf+7n+/EUc+b49kebeKWx7KWULqHQ8nyXIPHZA4T5anxWTNEuqHEQhIBss/bP4jncdyLEmEOrccZVR5cni/WUIFJiZJRT7tWZKYfrOEjCjUoL+PSh8CI/Jx4V/ekBBA3PtHzxIKeZAvu0UP69sedpy9Ny7f/1M4fPELMNgMdjRcRUUZN954I8477zxccskl+Na3voUDDjgAa9aswUMPPdQ33dq1a/GWt7wFz3nOc7Jr73//+/HRj34UV111Fe68807MmTMHa9aswRNPPLGxqjEhmFLC8ra3vQ3Oub6/H/7whxtVhosuugiPPPJI/P3sZz/bqOVt6XDO4ZK3vhhnvfp5aHpSyyMbTtAJkYhCl/XCemOaeFMxS8hC6lZXCpR598krV6jivCA/mfPOzEYot4SxzhJSs2v4VskF2USbjmWWkGQvzsYLBAN9ZgkVCYxLxz5+IiWqmYKZxm9cCAwT0JLDkUuPw5t3fycat9l8G27ZmMAhIWvZf/LJJ4tFXnHFFXjta1+LM844A3vvvTeuuuoqzJ49G9dcc02nmMPDwzj55JNx6aWXYueddzZVIHzkIx/BO9/5TpxwwgnYf//9cf311+MXv/gF/v7v/37CmmpjYErfovPPPx8/+MEP+v5sY3dh2bJlePDBB1UYny9btqwz3dDQEObPn69+FRsXzjm88uWr8I+ffRNOfMmhcLwiWKYEspRQysZ+qEeFxaYbk41V3DHLklaELsNwoS5kqnS0lglbbr9LllSVSNxYSYjNQ7WVy2+Mimuvc152Xo4UxMWkAArtQuo2A6bPFxeyvYRkZuHeeoJhrTous8BYo1MiVHKWkCYwMX5wrG3RYNXWz8X7D/gEXr7DH1aysllhIsiKf2aWL1+urPuXX355VtpTTz2Fb37zm1i9enUMa5oGq1evxu23394p5bvf/W4sWbIEr3nNa7Jr9957L9atW6fyXLBgAVatWtU3z+mAKV2af5tttsE222wzIXkdfvjhuOyyy/DQQw9hyRLv4PmlL30J8+fPx9577z0hZVRMLObMHsI5f/QCnPSSZ+D6z92Of/jid4yCd1o5i6lBBPTdS8gVlSWMYi58/4tEk7qXECLNijI6QA09dc8SKluUUl1HuZeQyXOD9hICciLIZgknrR8sf+FvzCvJg3jVEhpBUKWMHFfIYMkGR5T7/vg4beKtQjSeOq1JkreuHLrVYXjJ9i/DspndH0kVFQDws5/9TH0gDw0NZXF++ctfYnh4uOju0DX68LWvfQ2f+tSncPfddxevs4tEKc9+7hPTAZvMXkL3338/fvWrX+H+++/H8PBwvBm77ror5s6di6OPPhp77703TjnlFLz//e/HunXr8M53vhNnn3128UGomD5Ysnge3vKGo/Gqlx+G08+7Hr/5rZjVJfVaZkFxSbGr6ELrlBQ9x5Nzo7sUuNXIIuvOvYQKYaOxgEzYXkJWgCwNUOQII8U35wRNDjLyxv8II0anf0rBSBNsI2iQphM3MV4SikjkH9NSbBrpVOtlyvf98RFTJb3FpAG5FkDamjCRpkCcqYeWgBluBt6591uxcu5KVGzGmIhZPiH9xrDoP/bYYzjllFNw9dVXY/HixROa93TAJkNYLr74Ylx33XXx/KCDDgIA3HrrrXj+85+PXq+HL3zhCzjrrLNw+OGHY86cOTjttNPw7ne/e6pErhgjli1diM/+xR/hXR/8PO7+j/8qWjAYRQuKEz+JLqWckSB96AxpKHGB4rWSDFYeSMtRISN5rZPsCMtKH+Igh1d0sLSG5PHJnJfyi9YOJSvp00A4mMCU9hJKopO6ZmfsMFHwJMZ5wiHWu+cNNZmMMNRmiOKaE7laMuNcenAIyQLjXJjoEdZf2XHWcvzx7mdjycyJsRZXTGO0aUhnw/IYHRYvXoxer1d0dyi5Otxzzz1Yu3Ytjj/++FRc65fWHRgYwI9+9KOY7sEHH8S2226r8jzwwAPHUpNJxyZDWK699lpce+21fePstNNOuOmmmyZHoIqNgkULZuPj7/kD3PuzX+K9H70JP/zPhxIZEEM+ZXKSTij+I4KLZIZgxhpSeV2WEWkN4aSjsoZ0VLqLkHQQtmQYCsrU1DNbVM+2A193wlRi5ZBt3UeWXDgdj5tX+qoQDzfZIRxnzovHktBQ8RZpWZy4xa2+pOQTBEYOG0Uy42L6NsRbNrgMb9j11dh13i5dElRUbBAGBwdxyCGH4JZbbolTk9u2xS233II3vvGNWfw999wT3/3ud1XYO9/5Tjz22GP48z//cyxfvhwzZszAsmXLcMstt0SC8uijj+LOO+/sXJh1umCTISwVWxZWLl+M//X+U/CdH/wcH732VvzwPx9MX/1Oa8WSj0uJ0EQS45KyyiwTDvn300hWG2sV6ZO2+G3VMezUbV3SeZV4EZkE9ryY4WjRQXASCUqREuGwVhdNiNT9YLIUh3SM1cX6xqj2SsRD8TohcJIhEZiWoCwwrpHyc57e3rNsaBlOX3kS9l+wd3Wo3dJArf9taB5jwHnnnYfTTjsNhx56KA477DB85CMfweOPP44zzjgDAHDqqadi++23x+WXX46ZM2di3333Vel5KxsZ/uY3vxnvfe97sdtuu2HlypV417vehe222y5br2W6oRKWimkL5xwO3HsHXPP+U/Dt7/8MH//Mv+D79wTTqB3mKVpcoCwFdohHKjk1xGTzKTGDUSp5SZJgjoukaTQoEZBivUxYSTjXcd1aruwy+8rfw0HusFy2CjkxxONAJAkBAKJo8In3RBu+kkVGyMd5xtvvNCEqEphw7GWi+FcNgsVRLr+8AgFYMrQEp6x4GZ6x1QF5BSu2DEygD8tocdJJJ+Hhhx/GxRdfjHXr1uHAAw/EzTffHJ1m77//fjTN2IjzhRdeiMcffxyve93r8Otf/xrPfvazcfPNN2PmzJljymey4Yg2tPU3Lzz66KNYsGABHnnkkTrFeRrix2sfwsV//gWs/cX/xFlCPPuFpKaK1hhxTcWB93ew4SK/rjxiHBTioSPuKPJU50JZo5CXTpfPAMpmBJXiRJlJycd5alkpyy+l4aXoSV8HzAq2aUVbPlYWk7i8PaXhnlBOw6vh8rXgP8Lpm9BaTRM2Gwxp/bWUFzvONoXjhuMy6XE+bOvBRXjzbqdj34W7o2J6YmP325z/6u1fj4FmwyZxrG+fxD///KqqY8aBamGp2KSw+4oluOHDr8Z3f/wLvOeq/4f71/06fT2HT2hrKSkN8XQ6vApQISzzcynlbc6L1otRhHXOGuo3/jPSuS2Tx0C60tgyhUxqbyCnr0criKyD0yNHyoJi6x4caiFsX9LdCMHqEy0hLvnFxGEkFk1+fAZCZI+Zt5FLld9qxkKcs9sf4uBF+6BzK4iKiopJQyUsFZsk9tt9O9z4oVfj69+7H1dc/2Xc+/NfCbJgxlmk4lSKueCAYpL1HbKxcUvldYUVCEgkSJZglPKSGfW9Xig7lmusJiZPMudKWJlcNmFgjiprS2KUbMI/ReQfrS9ZEmY5BIKL1hQjvSrXE53UyK4R+SoC4xMsHtwKr9vl5Ths633Rc70s/4otGFMwJFSRUAlLxSYL5xwO23cn3PD+M3DHd9fiYzf8K35y/y/7EJRSLoaRCJ+XrDyYoRaRZ2lH6E7yMZLfipR9FB/2toiiCi/50QhrQsnx17eD9F0pyNglp2pSUsYcaRmJYoSTrLrZ7s6kjglAU5jllQKE74shMEQhbfBR2WZoEV6z8wl47jYHWSkqKjy889OG51ExLlTCUrFZ4Jn7rcAz91uBH6xdh4uv+n/ex6U0xBMwovVERizEGZGgFC0XHcNMWebd5UpjAIXzSKS4SEI+zbpfmQWyojeUNKTFkC5/OFIvnKw2iqSIrCgjHBxXkxZnj2Omyb7WANHRV1mHHOD3+/FDTcNE2GbGIrxlz1fi4K32GKEOFRUVU4lKWCo2K+y1Yhn+z/vOwA/XPog7vrsWN9/xQ/z05/8NAGUfF3HIZKK4gi2j5OuRadhydBXoOkjTaKwvtg6jGBLKZkfJsgpKvfjrEkmN9TDbIV6I2IeSXilWlBaHgpy9ktxQ1LotTWOsLmJXb01udOsTuUBmCNvO3Bov3PYQHLrVHthn/srqo1IxOtQhoSlFJSwVmyX2XLEUe65YitOPX4Wf/tfD+NjffBX/9t21eV8Rv8w7FJawmGTWkVIya2Gx7jTW+mFJkyAHyrbh8vO8Hl3nYi+hLL3IlU0fcgaQLYPjC+Jkh2C6CU5ieEQ8GyeEkfOOsya6bE45pIMgJrHIMpmagi0XfgP2nb8Sb9j9RdhnwYqSgBUV/dG2kOv3jD+PivGgEpaKzR677rAN/vzNL8PaB36Fv/y/t+OL3/gxqNVjGtkMnBJBGQcyf5guItBlJZHWmn4EAsj9VDDCuZMXkC5IP57SBoZSrIKc8ZIkTI4AR8UhoTxDMhYZRdXSEJSyZJHiSxTJkLeqHLb1nvijXV6IPecvzwWtqKjYJFAJS8UWgxXbboU/fd1xeM8fHYtHH38C19x8F/73P39bW11KFpOCVSVaQyzGQkgKwyPygOSQkyQcSl7KycgoQOLfDFkZ+bmcBVQaGos8xobJc0OYtJUkutdmmx9aIbwTbTKzEBwcEdYsOwRv2H0NFg7OxUBTZ/tUTADqkNCUohKWii0OvabBonmzcf6Jz8frjz8C1/3T1/Gpm+9K+5rxkIwZvrF6WyK71o/4CINIRkZGg07rRBmUWSNM2n4Wnj7n3QNpaVqzH7JJ/iietBgfFJHnaDY/ZLtJmHvEA14gAnpweNnyVThztxdiweCconQVFeNGJSxTikpYKrZozJk5iDec8CyccvSh+Pxt38PN3/ghfvzzh/Hk+nZ0lhFWpNYKw9dGQ0a6yEEXIzDh1nFXn/exopTk7cizy9LUKachSCWfVjXdWPqjFNo3xlOExlOWGU0Pu85dguct3Rsv33EVthqamxdWUVGxyaMSlooKAPNmDeHkow7GyUcdDCLCF7/1Y3zy5jtwz7pf+Qj9hm8KQyIRhuAU6UMXGehDcvqOEnWdhzyDl4iOMBb08VGOGaoxI06kk6rND52IxT40nIWyyLgQz2HZzIV4za7PxUuXH4Je3YSwYjIQzbAbmkfFeFAJS0WFgXMOaw7ZA2sO2QNEhPXDLR793RP4+Bduw9/e+R9j2rCQFXDJGuFQsGSMSsAC4ZCkqBHnDvlidx15ls8D3bFWD0EwnI0LcY2PzeaHcdgoRTCbH/r8CGFGEQhHL9sHF+67BotnzsWA69WpyBWTDqIWtIG7NW9o+i0ZlbBUVPSBcw4zBnrYet4cXPLKF+K8lzwXt//wPvzbD+/FzXf/GL99ar1OIGfYhHM7rNE1a6hsCUnx9LlD3KCwrx8Ke3iI644ztDOAkhQOo5iVZM/7WG3scE4iK7xXkNNUh4DBXg9Hb7cnnrdsdxy+zS5YPLMO9VRMMYg23EJSfVjGjUpYKirGgHmzhnD0Qbvj6IN2xzt/fzW+/N2f4h++/n38dN0v8fhTT2P98DAeX78+6XRLUIDuoSMDMuEFWpAHZONBVL5u/3bGFyeUzp29rsiQ4DKyUCdGuwyJm9WbgcFeD7N6g9h53tZ40fL9cNzyfTCzN8PWtqKiYgtFJSwVFePEjF4Paw7cA2sO1Eu6P/n0etxwx7/jmn/5On752G+7rR/Gb4Uy8qAuq78q3MazDrfjHg4yBRmn3GwkqODL0z2t2WH+jJk4Y/fDcPpuh2He4MwRhKyomAagCfBhqRaWcaMSloqKCcbQjAGc9pyDcdpzvAPvcEt4ev0wfvf0U/jrO+7Gp7/2Tfzu6WE1rZmkhaJklSH4DXJG448SkbnX6rJGSjrCeb8JUH7hN196zzmcvMshOHvfIzB3cAgzmh4GXFN9UCo2PbQt4DbQB6X6sIwblbBUVGxEOOcw0HMY6DWYNTQD56x+Fs58/ip8Y+3P8f1fPITHnngSv1u/Hk+tX49HnngC/3rPffjNU091Eoaio+5Yzy1K8VEIK8ThJe+Hej08f4eVWDxzDoYGehgamIE5Mwaxz6IlWLV0R8weGOwjQEVFRcXIqISlomKSMTgwgCN23QlH7LpTdq0lwtfuuQ9/953v4QcPPozHn3oKw22L1gFEhBaEYWpBzqH1y6WB4MPRJK7ROjFmw74jTVpszZ/7CM75PFzTxHVQCEDT+Djsc+J6Dj3n0DiHXuMwe8YM7LpwMU7YeS+s2Wl3zKiryVZs7qhDQlOKSlgqKqYRGufw3F1X4Lm7rphqUSoqKgyobUEbOCRUpzWPH3W1pYqKioqKioppj2phqaioqKioGA3qkNCUohKWioqKioqK0aClfMHFsaISlnGjDglVVFRUVFRUTHtUC0tFRUVFRcVoQARgQ9dhqRaW8aISloqKioqKilGAWgJt4JAQVcIyblTCUlFRUVFRMRpQiw23sNRpzeNF9WGpqKioqKiomPaoFpaKioqKiopRoA4JTS0qYamoqKioqBgN6pDQlKISFgNmv48++ugUS1JRUVFRMRpwf72xrRfr8fQGrxu3Hk9PjDBbICphMXjssccAAMuXL59iSSoqKioqxoLHHnsMCxYsmPB8BwcHsWzZMnxt3U0Tkt+yZcswOFh3MB8rHNUBNYW2bfGLX/wC8+bNg3Nu5ATTDI8++iiWL1+On/3sZ5g/f/5UizOlqG2hUdsjobZFwubQFkSExx57DNtttx2aZuPMJXniiSfw1FNPTUheg4ODmDlz5oTktSWhWlgMmqbBDjvsMNVibDDmz5+/yXY+E43aFhq1PRJqWyRs6m2xMSwrEjNnzqwkY4pRpzVXVFRUVFRUTHtUwlJRUVFRUVEx7VEJy2aGoaEhXHLJJRgaGppqUaYctS00ansk1LZIqG1RsamgOt1WVFRUVFRUTHtUC0tFRUVFRUXFtEclLBUVFRUVFRXTHpWwVFRUVFRUVEx7VMJSUVFRUVFRMe1RCctmhMsuuwxHHHEEZs+ejYULFxbj3H///TjuuOMwe/ZsLFmyBBdccAHWr18/uYJOEVasWAHnnPq9733vm2qxJgVXXnklVqxYgZkzZ2LVqlW46667plqkScef/MmfZPd/zz33nGqxJgX/+q//iuOPPx7bbbcdnHP4+7//e3WdiHDxxRdj2223xaxZs7B69Wr85Cc/mRphKyo6UAnLZoSnnnoKJ554Is4666zi9eHhYRx33HF46qmncNttt+G6667Dtddei4svvniSJZ06vPvd78YDDzwQf+ecc85Ui7TRceONN+K8887DJZdcgm9961s44IADsGbNGjz00ENTLdqkY5999lH3/2tf+9pUizQpePzxx3HAAQfgyiuvLF5///vfj49+9KO46qqrcOedd2LOnDlYs2YNnnjiiUmWtKKiD6his8OnP/1pWrBgQRZ+0003UdM0tG7duhj2iU98gubPn09PPvnkJEo4Ndhpp53owx/+8FSLMek47LDD6Oyzz47nw8PDtN1229Hll18+hVJNPi655BI64IADplqMKQcA+ru/+7t43rYtLVu2jD7wgQ/EsF//+tc0NDREn/3sZ6dAwoqKMqqFZQvC7bffjv322w9Lly6NYWvWrMGjjz6K733ve1Mo2eThfe97H7beemscdNBB+MAHPrDZD4c99dRT+OY3v4nVq1fHsKZpsHr1atx+++1TKNnU4Cc/+Qm222477Lzzzjj55JNx//33T7VIU457770X69atU8/IggULsGrVqi3yGamYvqibH25BWLdunSIrAOL5unXrpkKkScWb3vQmHHzwwdhqq61w22234aKLLsIDDzyAK664YqpF22j45S9/ieHh4eJ9/+EPfzhFUk0NVq1ahWuvvRZ77LEHHnjgAVx66aV4znOeg//4j//AvHnzplq8KQO/+6VnZEvoFyo2HVQLyzTH2972tsxR0P62NMUjMZb2Oe+88/D85z8f+++/P17/+tfjQx/6ED72sY/hySefnOJaVEwGjj32WJx44onYf//9sWbNGtx000349a9/jc997nNTLVpFRcUoUC0s0xznn38+Tj/99L5xdt5551HltWzZsmx2yIMPPhivbYrYkPZZtWoV1q9fj7Vr12KPPfbYCNJNPRYvXoxerxfvM+PBBx/cZO/5RGHhwoXYfffd8dOf/nSqRZlS8HPw4IMPYtttt43hDz74IA488MApkqqiIkclLNMc22yzDbbZZpsJyevwww/HZZddhoceeghLliwBAHzpS1/C/Pnzsffee09IGZONDWmfu+++G03TxLbYHDE4OIhDDjkEt9xyC17ykpcAANq2xS233II3vvGNUyvcFOM3v/kN7rnnHpxyyilTLcqUYuXKlVi2bBluueWWSFAeffRR3HnnnZ0zDisqpgKVsGxGuP/++/GrX/0K999/P4aHh3H33XcDAHbddVfMnTsXRx99NPbee2+ccsopeP/7349169bhne98J84+++zNfqfW22+/HXfeeSeOPPJIzJs3D7fffjvOPfdcvOpVr8KiRYumWryNivPOOw+nnXYaDj30UBx22GH4yEc+gscffxxnnHHGVIs2qXjLW96C448/HjvttBN+8Ytf4JJLLkGv18MrX/nKqRZto+M3v/mNsiTde++9uPvuu7HVVlthxx13xJvf/Ga8973vxW677YaVK1fiXe96F7bbbrtIcisqpgWmeppSxcThtNNOIwDZ79Zbb41x1q5dS8ceeyzNmjWLFi9eTOeffz49/fTTUyf0JOGb3/wmrVq1ihYsWEAzZ86kvfbai/70T/+UnnjiiakWbVLwsY99jHbccUcaHBykww47jO64446pFmnScdJJJ9G2225Lg4ODtP3229NJJ51EP/3pT6darEnBrbfeWuwbTjvtNCLyU5vf9a530dKlS2loaIiOOuoo+tGPfjS1QldUGDgioqkiSxUVFRUVFRUVo0GdJVRRUVFRUVEx7VEJS0VFRUVFRcW0RyUsFRUVFRUVFdMelbBUVFRUVFRUTHtUwlJRUVFRUVEx7VEJS0VFRUVFRcW0RyUsFRUVFRUVFdMelbBUVFRUVFRUTHtUwlJRsRngRz/6EZYtW4bHHnts0su++eabceCBB6Jt20kvu6KiYstBJSwVFdMAw8PDOOKII/Cyl71MhT/yyCNYvnw53vGOd/RNf9FFF+Gcc87BvHnzNqaYRRxzzDGYMWMG/vqv/3rSy66oqNhyUJfmr6iYJvjxj3+MAw88EFdffTVOPvlkAMCpp56K73znO/j617+OwcHBYrr7778fu+66K+69915sv/32kylyxJVXXolrr70WX//616ek/IqKis0f1cJSUTFNsPvuu+N973sfzjnnHDzwwAP4h3/4B9xwww24/vrrO8kKAHzuc5/DAQccoMjKtddei4ULF+ILX/gC9thjD8yePRuveMUr8Nvf/hbXXXcdVqxYgUWLFuFNb3oThoeHY7oVK1bgve99L0499VTMnTsXO+20Ez7/+c/j4YcfxgknnIC5c+di//33xze+8Q0lw/HHH49vfOMbuOeeeya+YSoqKipQCUtFxbTCOeecgwMOOACnnHIKXve61+Hiiy/GAQcc0DfNV7/6VRx66KFZ+G9/+1t89KMfxQ033ICbb74ZX/nKV/DSl74UN910E2666SZ85jOfwSc/+Un8zd/8jUr34Q9/GM961rPw7W9/G8cddxxOOeUUnHrqqXjVq16Fb33rW9hll11w6qmnQhpnd9xxRyxduhRf/epXJ6YhKioqKgwGplqAioqKBOccPvGJT2CvvfbCfvvth7e97W0jprnvvvuKhOXpp5/GJz7xCeyyyy4AgFe84hX4zGc+gwcffBBz587F3nvvjSOPPBK33norTjrppJju937v93DmmWcCAC6++GJ84hOfwDOe8QyceOKJAIC3vvWtOPzww/Hggw9i2bJlMd12222H++67b4PqX1FRUdGFamGpqJhmuOaaazB79mzce++9+K//+q8R4//ud7/DzJkzs/DZs2dHsgIAS5cuxYoVKzB37lwV9tBDD6l0+++/v7oOAPvtt18WZtPNmjULv/3tb0eUt6KiomI8qISlomIa4bbbbsOHP/xhfOELX8Bhhx2G17zmNRjJL37x4sX4n//5nyx8xowZ6tw5Vwyz05FlHOdcZ5hN96tf/QrbbLNNX1krKioqxotKWCoqpgl++9vf4vTTT8dZZ52FI488Ep/61Kdw11134aqrruqb7qCDDsL3v//9SZKyjCeeeAL33HMPDjrooCmVo6KiYvNFJSwVFdMEF110EYgI73vf+wD4GTsf/OAHceGFF2Lt2rWd6dasWYPbb79dzfaZbNxxxx0YGhrC4YcfPmUyVFRUbN6ohKWiYhrgX/7lX3DllVfi05/+NGbPnh3DzzzzTBxxxBF9h4aOPfZYDAwM4J//+Z8nS9wMn/3sZ3HyyScr2SsqKiomEnXhuIqKzQBXXnklPv/5z+Of/umfJr3sX/7yl9hjjz3wjW98AytXrpz08isqKrYM1GnNFRWbAc4880z8+te/xmOPPTbpy/OvXbsWf/EXf1HJSkVFxUZFtbBUVFRUVFRUTHtUH5aKioqKioqKaY9KWCoqKioqKiqmPSphqaioqKioqJj2qISloqKioqKiYtqjEpaKioqKioqKaY9KWCoqKioqKiqmPSphqaioqKioqJj2qISloqKioqKiYtqjEpaKioqKioqKaY//D+5K8AB83BVMAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(x1, y1, c=intensity, cmap=\"viridis\")\n",
    "plt.xlabel(\"X (mm)\")\n",
    "plt.ylabel(\"Y (mm)\")\n",
    "plt.axis(\"image\")\n",
    "cbar = plt.colorbar()\n",
    "cbar.set_label(\"Intensity (a.u.)\", labelpad=20, rotation=270)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This was a simple example showing how transmission can be made to depend on the intersection point on a surface. We could have built a significantly more complex coating that utilized any of the available ray properties, including:\n",
    "\n",
    "- Local intersection point on the surface\n",
    "- Direction cosines of the rays\n",
    "- Wavelength\n",
    "- Ray intensity\n",
    "- Ray optical path length (at point of intersection)\n",
    "- Ray polarization state\n",
    "- Surface normals at intersection location\n",
    "\n",
    "\n",
    "Let's create one more simple example to show how to create a spectrally-dependent coating."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "class SpectralCoating(BaseCoating):\n",
    "    def reflect(self, rays, nx, ny, nz):\n",
    "        # for reflection, we leave the rays unchanged\n",
    "        return rays\n",
    "\n",
    "    def transmit(self, rays, nx, ny, nz):\n",
    "        transmission = (\n",
    "            rays.w**2 + 0.2\n",
    "        )  # apply spectral transmission based on ray wavelength\n",
    "        rays.i *= transmission\n",
    "        return rays"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Conclusions:\n",
    "\n",
    "- This tutorial showed how to add custom coatings to surfaces in Optiland.\n",
    "- Creating a custom coating only requires you inherit from BaseCoating, then define the reflect and transmit methods.\n",
    "- We created a simple gradient coating and a spectrally-resolved coating.\n",
    "- More advanced coatings can be made that are dependent on the ray properties, or surface normals."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
